{"id":"W2115716250","doi":"10.1044/vvd16.3.20","title":"Pediatric Laryngotracheal Reconstruction: Case Studies","year":2006,"lang":"en","type":"article","venue":"Perspectives on Voice and Voice Disorders","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Otorhinolaryngology; Medicine; Voice prosthesis; Laryngotracheal stenosis; General surgery; Airway; Surgery; Larynx; Laryngectomy; Tracheal Stenosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001084098,0.002707038,0.001713924,0.004543029,0.002592982,0.002474085,0.00243579,0.006005824,0.006679854],"category_scores_gemma":[0.006157965,0.001633503,0.002032929,0.005596133,0.002242764,0.003178011,0.00266675,0.003408492,0.002765822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00126183,"about_ca_system_score_gemma":0.001012453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001349311,"about_ca_topic_score_gemma":0.002527756,"domain_scores_codex":[0.9976785,0.0003223901,0.0006086864,0.0003518049,0.0004276093,0.0006111013],"domain_scores_gemma":[0.9956095,0.001626658,0.001589269,0.0003432551,0.0002109607,0.0006204644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0000270888,0.00006613074,0.005724147,0.0001207001,0.00002129813,0.9901742,0.0002767103,0.00005042937,0.0002063861,0.0001048756,0.0002565834,0.00297142],"study_design_scores_gemma":[0.000007445644,0.00004102915,0.002396905,0.0000466654,0.00001924559,0.9960359,0.0002635159,0.0000466983,0.000149151,0.0000777164,0.0009073451,0.000008450162],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8271453,0.1264197,0.00794065,0.003521746,0.001478682,0.0005166047,0.0006271082,0.0003325121,0.0320177],"genre_scores_gemma":[0.9677671,0.02467597,0.002182837,0.0009568164,0.001498933,0.0001137323,0.0002153076,0.00005123074,0.002538028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006679854,"threshold_uncertainty_score":0.02234638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503498848473902,"score_gpt":0.2978846866510105,"score_spread":0.2828496981662715,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}