{"id":"W4403171173","doi":"10.1503/cmaj.240072","title":"Acquired cholesteatoma","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Cholesteatoma; Computer science; World Wide Web; Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001147996,0.0003786262,0.0004151108,0.0008773165,0.0009942624,0.0005039241,0.0003234528,0.0006214722,0.01251075],"category_scores_gemma":[0.001261687,0.0001006223,0.0003970537,0.0007843015,0.0007834701,0.0004019928,0.0006500141,0.0009124007,0.002395655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000984829,"about_ca_system_score_gemma":0.002025006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01817665,"about_ca_topic_score_gemma":0.02261323,"domain_scores_codex":[0.9996131,0.00001534744,0.00003101391,0.00004528055,0.0001511254,0.000144229],"domain_scores_gemma":[0.9996463,0.00003549036,0.00008226198,0.00002697888,0.0001077319,0.0001012804],"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":[0.0004367472,0.0002674047,0.1883527,0.001017999,0.0001139907,0.5571753,0.0005733632,0.0002952832,0.02212309,0.007642201,0.01896909,0.2030328],"study_design_scores_gemma":[0.00003679314,0.0001615573,0.07687557,0.0002507434,0.00005116041,0.8912857,0.0002429873,0.0001890841,0.002146719,0.001425117,0.02730373,0.00003087052],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6283216,0.06773387,0.01427156,0.006798426,0.001797675,0.0007302109,0.003732134,0.001178185,0.2754363],"genre_scores_gemma":[0.952983,0.01263426,0.002392804,0.002537486,0.0006485903,0.00006740854,0.0009079573,0.00006737158,0.02776123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01817665,"threshold_uncertainty_score":0.04185259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007496990877361724,"score_gpt":0.2452885176443379,"score_spread":0.2377915267669762,"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."}}