{"id":"W3153632456","doi":"10.5152/jiao.2021.0090","title":"The Effect of the Status of the Ossicular Chain and Choice of Graft Material on Hearing Outcomes in Pediatric Cholesteatoma Surgery","year":2021,"lang":"en","type":"article","venue":"The Journal of International Advanced Otology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Incus; Medicine; Tympanoplasty; Pure tone audiometry; Cartilage; Stapes; Cholesteatoma; Malleus; Bone conduction; Ossicles; Audiometry; Hearing loss; Surgery; Audiology; Middle ear; Anatomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001031207,0.0002146494,0.0002864114,0.0004624341,0.0002816557,0.0004941702,0.0002668079,0.0004518005,0.001375077],"category_scores_gemma":[0.005444545,0.0001954955,0.0005108505,0.0005265233,0.0004828076,0.0004876985,0.0003953906,0.0003619924,0.0001837341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002795871,"about_ca_system_score_gemma":0.0004240288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001872145,"about_ca_topic_score_gemma":0.003135951,"domain_scores_codex":[0.9991907,0.0001943096,0.0001028559,0.0001313803,0.000194295,0.0001863982],"domain_scores_gemma":[0.9959893,0.001368789,0.00174502,0.0001181025,0.0001882063,0.0005906158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000283229,0.00002934951,0.9985588,0.000006393326,0.00002446546,0.0001298546,0.00003066687,0.0000257403,0.0001492509,0.00000399747,0.00001842415,0.0007397016],"study_design_scores_gemma":[0.00001203596,0.0004612503,0.9984605,0.000006098982,0.00001949362,0.0006715996,0.0001648777,0.00007241046,0.00008985753,0.000006202961,0.00003362223,0.000002119531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997864,0.0001058512,0.00001119725,0.00001039428,0.000001871546,0.000001465663,0.00003807946,4.260696e-7,0.00004430313],"genre_scores_gemma":[0.9998641,0.00004757715,0.00001400072,0.0000042939,0.000003291246,0.000001839254,0.00004817646,4.746742e-7,0.00001612948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001872145,"threshold_uncertainty_score":0.005453587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00916113613913817,"score_gpt":0.2814061407895924,"score_spread":0.2722450046504542,"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."}}