{"id":"W2410161725","doi":"","title":"Otolaryngology in undergraduate medical education.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Otorhinolaryngology; Medicine; Curriculum; Medical education; Sleep medicine; Family medicine; Psychology; Surgery; Pedagogy; Sleep disorder","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001170832,0.0003994508,0.0002156017,0.001185231,0.001542179,0.00155606,0.0007904521,0.0007872457,0.1160253],"category_scores_gemma":[0.005345869,0.0001782538,0.0002027624,0.001351184,0.0008000599,0.000955548,0.002394204,0.001066421,0.0250767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006330485,"about_ca_system_score_gemma":0.02683095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0616303,"about_ca_topic_score_gemma":0.1597826,"domain_scores_codex":[0.9984596,0.0001177385,0.00008688898,0.0001148854,0.0007011369,0.0005197379],"domain_scores_gemma":[0.9903569,0.000294605,0.0006020174,0.0001677511,0.002346984,0.006231747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007880588,0.0004328339,0.0494541,0.001227448,0.000008364857,0.0004457516,0.001198202,0.0001243575,0.00204401,0.002366954,0.2887953,0.6538238],"study_design_scores_gemma":[0.00004495123,0.0002802519,0.2194218,0.001016925,0.00001825289,0.001792183,0.002056279,0.0001679624,0.0007151672,0.001366943,0.7731022,0.00001708534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1507381,0.02639716,0.003010086,0.08300791,0.01209183,0.001760288,0.006333752,0.001750636,0.7149101],"genre_scores_gemma":[0.4918358,0.02471687,0.008617386,0.03728645,0.004598715,0.0006968061,0.005852492,0.0003196024,0.4260759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1160253,"threshold_uncertainty_score":0.3881434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269965418999207,"score_gpt":0.2542538701266575,"score_spread":0.2415542159366654,"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."}}