{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003195277,0.00006434731,0.000208442,0.0001665224,0.000009830335,8.812565e-7,0.0001185147,0.00004716918,0.0002313052],"category_scores_gemma":[0.0001943514,0.00003893691,0.00004665589,0.000064683,0.0002042389,0.0001123297,0.00001242586,0.0003617491,0.000006779682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001693235,"about_ca_system_score_gemma":0.0001145777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001594052,"about_ca_topic_score_gemma":0.0000653361,"domain_scores_codex":[0.9992456,0.00006018094,0.0003256678,0.00005800309,0.0002187559,0.00009179355],"domain_scores_gemma":[0.9990901,0.0001167361,0.0004012733,0.00008436412,0.0002747242,0.00003274141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005407811,0.0002167073,0.8776648,0.00001467295,0.000394351,0.0000782554,0.0008932986,0.0001205738,0.1073068,0.0004688079,0.0008740443,0.006559837],"study_design_scores_gemma":[0.001672579,0.0005850478,0.9825281,0.0001560169,0.0000488292,0.004555683,0.00006719398,0.00008756792,0.006692175,0.000122844,0.003432169,0.00005177907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995177,0.0003546635,0.00006488045,0.0007686455,0.001975314,0.00007406426,0.000001012208,0.000003830589,0.001580607],"genre_scores_gemma":[0.9977362,0.0003428408,0.0004654118,0.000291308,0.0003231985,5.928976e-7,0.000003001208,0.000007554433,0.0008299403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1048633,"threshold_uncertainty_score":0.2532629,"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."}}