{"id":"W2042053051","doi":"10.1097/00005537-200405000-00014","title":"Adenoidectomy: Selection Criteria for Surgical Cases of Otitis Media","year":2004,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University","funders":"","keywords":"Medicine; Adenoidectomy; Effusion; Otitis; Surgery; Eustachian tube; Statistical significance; Tonsillectomy; Middle ear; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003204748,0.0001050745,0.0002910744,0.00005921998,0.00007503554,0.000009488565,0.0000702669,0.00007715076,0.0004819882],"category_scores_gemma":[0.0004194366,0.00007113955,0.0001155174,0.000203951,0.0001083668,0.00006797552,0.00002016689,0.00012333,0.00003949777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003238365,"about_ca_system_score_gemma":0.0001386534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001799519,"about_ca_topic_score_gemma":0.0001512267,"domain_scores_codex":[0.9991871,0.00004718949,0.0002244607,0.0001500138,0.0001753666,0.0002159309],"domain_scores_gemma":[0.9991364,0.0004393692,0.00006312076,0.0001656114,0.0001011064,0.0000943381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01927491,0.005524588,0.3934898,0.004986141,0.002177804,0.006757437,0.02193961,0.0001897475,0.2365883,0.07061668,0.1751429,0.06331214],"study_design_scores_gemma":[0.02045268,0.003570584,0.2905982,0.001778057,0.00094347,0.007250342,0.000624403,0.0001345821,0.5314794,0.006555512,0.1358005,0.0008122282],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994733,0.0007929694,0.0001392023,0.00197238,0.0006188454,0.0003716998,0.00003347182,0.00005798747,0.001280426],"genre_scores_gemma":[0.9975607,0.0001597475,0.0007277202,0.0003305996,0.0006145152,0.00003157141,0.00004288406,0.00002242195,0.0005098475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2948911,"threshold_uncertainty_score":0.5277432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03449372813365514,"score_gpt":0.3172387319293725,"score_spread":0.2827450037957173,"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."}}