$this->id, 'patientId' => $this->patient->id, 'submittedAt' => optional($this->submitted_at)->format('Y-m-d'), 'patientName' => $this->patient->name, 'diagnosisAi' => $this->getDiagnosisAi(), 'diagnosis' => $this->diagnosis, 'doctorNote' => $this->doctor_note, ]; } private function getDiagnosisAi(): ?string { $pct = $this->percentage; $threshold = config('ai.threshold'); $labelPos = config('ai.label_positive'); $labelNeg = config('ai.label_negative'); return is_numeric($pct) ? sprintf('%d%% %s', round($pct * 1), $pct >= $threshold ? $labelPos : $labelNeg) : null; } }