{"id":"W2982018287","doi":"10.5152/iao.2018.5609","title":"Natural History of Tympanic Membrane Retraction in Children with Cleft Palate","year":2018,"lang":"en","type":"article","venue":"The Journal of International Advanced Otology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Medicine; Promontory; Incus; Cholesteatoma; Hearing loss; Conductive hearing loss; Prospective cohort study; Cohort; Audiometry; Surgery; Pure tone audiometry; Temporal bone; Eustachian tube; Middle ear; Ossicles; Tympanoplasty; Audiology; Stapes; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008357697,0.0002834323,0.0003320653,0.001176384,0.0004478398,0.0006264903,0.0004363317,0.0005512457,0.00102854],"category_scores_gemma":[0.004563564,0.0003109945,0.0004764448,0.0007417278,0.0005132493,0.0009533846,0.0006353129,0.0006924325,0.0002291815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000311537,"about_ca_system_score_gemma":0.0003390617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002401458,"about_ca_topic_score_gemma":0.001720347,"domain_scores_codex":[0.9993192,0.000115343,0.0001009497,0.0001560888,0.0001913221,0.0001171623],"domain_scores_gemma":[0.9959865,0.0006932702,0.002439548,0.0001548093,0.000252058,0.0004737793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003373795,0.000009846472,0.9990671,0.000002602182,0.00000686867,0.0002154516,0.00006246864,0.00001198265,0.0001340758,0.000002712875,0.00001664094,0.0004363506],"study_design_scores_gemma":[0.000002268538,0.0001051187,0.9972451,0.000004736813,0.000008147643,0.002233759,0.0002391527,0.00005094439,0.00006218273,0.000004890029,0.00004069341,0.000002977195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996941,0.0001183791,0.00002654253,0.00001228095,0.000001463303,0.000003311606,0.00007244974,0.000002284953,0.00006920069],"genre_scores_gemma":[0.9996568,0.00007874655,0.0000620885,0.000006653939,0.000004838056,0.000006400899,0.0001526446,0.00000125773,0.00003044948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002401458,"threshold_uncertainty_score":0.004774988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007409586309424405,"score_gpt":0.2525593218166481,"score_spread":0.2451497355072237,"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."}}