{"id":"W2012121792","doi":"10.2310/7070.2002.34394","title":"Parotid Gland Tumours in 255 Consecutive Patients: Mount Sinai Hospital's Quality Assurance Review","year":2002,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital","funders":"","keywords":"Medicine; Parotidectomy; Parotid gland; Facial nerve; Paralysis; Facial paralysis; Surgery; Head and neck; Incidence (geometry); Retrospective cohort study; Radiology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0009005371,0.0002204371,0.0003669023,0.003017358,0.0005780989,0.0006852846,0.0004941739,0.0004729696,0.001231747],"category_scores_gemma":[0.003814438,0.0003263266,0.0002643752,0.004423031,0.0005321225,0.00044065,0.0004450082,0.0002252769,0.0003031982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001460975,"about_ca_system_score_gemma":0.002196877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02417394,"about_ca_topic_score_gemma":0.03800513,"domain_scores_codex":[0.99879,0.0001446853,0.0003699449,0.0001235128,0.0004724014,0.00009949024],"domain_scores_gemma":[0.9942486,0.001382233,0.002628061,0.0002606627,0.001140416,0.0003399976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001085892,0.00003437423,0.9402867,0.001871547,0.0001410069,0.009009537,0.001634205,0.00009455227,0.001474902,0.00006829668,0.003735676,0.04154068],"study_design_scores_gemma":[0.00001719599,0.0001023314,0.976256,0.0006225503,0.000100085,0.01323031,0.0007911594,0.0000743217,0.00036856,0.00001197338,0.008411839,0.00001365301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8889472,0.1016814,0.0003281721,0.000788304,0.00009977148,0.0001854701,0.003152832,0.00006530805,0.00475157],"genre_scores_gemma":[0.9642989,0.03155936,0.0004143975,0.0004000844,0.00008855977,0.0001204947,0.002471315,0.00001218712,0.0006347381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02417394,"threshold_uncertainty_score":0.0480665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207421919739522,"score_gpt":0.2864243852468615,"score_spread":0.2656821932729093,"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."}}