{"id":"W2154833135","doi":"10.1002/lary.24633","title":"Minimally invasive functional approach for cholesteatoma surgery","year":2014,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mastoidectomy; Medicine; Cholesteatoma; Surgery; Tympanoplasty; Endoscopy; Otology; Retrospective cohort study","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":[0.0004651288,0.0003354788,0.0001239481,0.0008964548,0.0002640132,0.0003505356,0.000308269,0.0002516691,0.001968355],"category_scores_gemma":[0.002317679,0.0001090142,0.0002748606,0.0002900452,0.0004334336,0.000382511,0.0003672055,0.0002031374,0.0003934516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001888376,"about_ca_system_score_gemma":0.0003725567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002517279,"about_ca_topic_score_gemma":0.0005971896,"domain_scores_codex":[0.999602,0.00008954538,0.00003893521,0.00004589736,0.000162356,0.00006129652],"domain_scores_gemma":[0.998582,0.0003807617,0.0005943674,0.00009096926,0.0001613271,0.0001905624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008929642,0.0003111357,0.6642264,0.0006637374,0.0001517043,0.0202862,0.0002971319,0.0009441621,0.05318066,0.0004470274,0.001587484,0.2570114],"study_design_scores_gemma":[0.00006866833,0.002969478,0.6584426,0.0002009193,0.00009614495,0.3231857,0.0004136482,0.001099929,0.005845811,0.0002173813,0.007421819,0.00003789087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987151,0.005627833,0.003152875,0.0001698449,0.00006136178,0.00002877763,0.00007909816,0.00008153394,0.003647651],"genre_scores_gemma":[0.9967753,0.0009012708,0.001735247,0.00006599096,0.00008221329,0.00001931942,0.0001075379,0.000006701972,0.0003064959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001968355,"threshold_uncertainty_score":0.006584823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03237266193721137,"score_gpt":0.2417360308715842,"score_spread":0.2093633689343729,"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."}}