{"id":"W4394914308","doi":"10.1001/jamaoto.2024.0103","title":"Reconstruction for Salvage Laryngectomy With Limited Pharyngectomy","year":2024,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Laryngectomy; Medicine; Surgery; Perioperative; Retrospective cohort study; Fistula; Chemoradiotherapy; Cohort; Radiation therapy; Larynx; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007925157,0.0001934938,0.0004294972,0.000351361,0.0002432681,0.0005013793,0.0003130725,0.0001896688,0.002446912],"category_scores_gemma":[0.003229449,0.00009226281,0.0006184048,0.0003314439,0.0003133042,0.000372914,0.000318278,0.0002930933,0.0002507943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002832359,"about_ca_system_score_gemma":0.0004339257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003868112,"about_ca_topic_score_gemma":0.0009743631,"domain_scores_codex":[0.9995269,0.0001239054,0.00006048518,0.00008582472,0.0001317291,0.00007114225],"domain_scores_gemma":[0.9979663,0.0004209575,0.001268481,0.0001278118,0.00006249754,0.0001540479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0003061905,0.00005307799,0.9804227,0.0000994794,0.000149088,0.001416002,0.00006071336,0.0001609435,0.0009046911,0.00005185972,0.0001902058,0.01618518],"study_design_scores_gemma":[0.00002266999,0.0006234588,0.9809353,0.0001573524,0.0001313856,0.01583287,0.0003786438,0.0005625019,0.0006762352,0.00009347231,0.0005783184,0.000007747431],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979094,0.00110878,0.0003555663,0.00005622443,0.00001340581,0.00001314818,0.0001266091,0.000006022382,0.0004108343],"genre_scores_gemma":[0.9991481,0.000379787,0.0001793405,0.00002145259,0.0000275621,0.000009592519,0.0001398806,0.00000160016,0.00009269064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002446912,"threshold_uncertainty_score":0.008185744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006604212750168,"score_gpt":0.2739356572467193,"score_spread":0.2538696151192176,"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."}}