{"id":"W1978758220","doi":"10.1177/0194599812460984","title":"Panel 1: Epidemiology, Natural History, and Risk Factors","year":2013,"lang":"en","type":"review","venue":"Otolaryngology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health","keywords":"Epidemiology; Public health; Natural history; Medicine; Population; Indigenous; Terminology; Environmental health; Family medicine; Gerontology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0116172,0.001363941,0.002161899,0.005489631,0.0007261404,0.001830515,0.00178801,0.002724327,0.01960878],"category_scores_gemma":[0.02626567,0.0004857032,0.002625722,0.007116717,0.0005237772,0.002185149,0.001788179,0.002110084,0.00625425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582973,"about_ca_system_score_gemma":0.005897671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007129653,"about_ca_topic_score_gemma":0.007349736,"domain_scores_codex":[0.9940466,0.002024337,0.00154072,0.0005863344,0.001496184,0.0003058446],"domain_scores_gemma":[0.9701791,0.01219254,0.004984972,0.0005763778,0.01115489,0.0009122105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002918693,0.00006709403,0.02429182,0.0698367,0.000851429,0.0004766519,0.0005875949,0.0004031596,0.001111391,0.002032336,0.5708475,0.3292024],"study_design_scores_gemma":[0.0002520255,0.0001822215,0.1313087,0.1398119,0.001466317,0.001960116,0.0008826903,0.0002676266,0.0005871538,0.003691999,0.7194766,0.00011253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004395573,0.7981449,0.006472604,0.1037579,0.008261416,0.002634594,0.04349019,0.0002218484,0.03262103],"genre_scores_gemma":[0.03418037,0.8388628,0.01135847,0.0332915,0.01332963,0.005858733,0.05319593,0.00006644942,0.009856065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01960878,"threshold_uncertainty_score":0.06559783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1204818101145816,"score_gpt":0.3312387976396568,"score_spread":0.2107569875250752,"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."}}