{"id":"W2080100598","doi":"10.1097/01.mlg.0000171052.34196.ef","title":"Cochlear Implantation in Cochlear Otosclerosis","year":2005,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Otosclerosis; Medicine; Cochlear implant; Stapedectomy; Radiological weapon; Implant; Cochlear implantation; Surgery; Audiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000363395,0.00009760905,0.0001949891,0.000071824,0.00006087423,0.00001532972,0.00008203812,0.00006463759,0.0007507961],"category_scores_gemma":[0.00008003117,0.00006803351,0.00005038579,0.000218654,0.0000590583,0.0001031962,0.00002676985,0.0002347072,0.001172912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003823763,"about_ca_system_score_gemma":0.00004538091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001023511,"about_ca_topic_score_gemma":0.0002165271,"domain_scores_codex":[0.9991577,0.00007048358,0.0001962784,0.0001468444,0.0001904365,0.0002383086],"domain_scores_gemma":[0.9995102,0.0001218838,0.00004139172,0.0002239607,0.00002529765,0.00007730444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001295008,0.0008996659,0.7065008,0.0002462576,0.0001521822,0.0002723945,0.007840831,0.0001389573,0.09303761,0.003388287,0.06079924,0.1254287],"study_design_scores_gemma":[0.001374773,0.000129161,0.9386091,0.0002392649,0.00004461153,0.00009372697,0.0001940508,0.0002839791,0.01297529,0.00006562761,0.04584485,0.0001456153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809017,0.0004190451,0.0000149922,0.004551353,0.0001832529,0.0002667786,0.000005035597,0.00005780983,0.01360001],"genre_scores_gemma":[0.9927287,0.0004364166,0.0002911905,0.004022755,0.0003230582,0.00001716249,0.00002366611,0.00002000868,0.002137065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2321082,"threshold_uncertainty_score":0.9996048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489957391126239,"score_gpt":0.267581675709191,"score_spread":0.2526821017979286,"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."}}