{"id":"W2027086810","doi":"10.1097/mao.0b013e3182565a0e","title":"Stapes Surgery in Profound Hearing Loss Due to Otosclerosis","year":2012,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec; Université Laval","funders":"","keywords":"Medicine; Otosclerosis; Stapes; Cochlear implant; Retrospective cohort study; Audiology; Surgery; Hearing loss; Cochlear implantation; Middle ear","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":[0.0003167055,0.0001679564,0.0002404752,0.0007967117,0.0001941343,0.0002978858,0.0001479393,0.0001866371,0.001777762],"category_scores_gemma":[0.001822848,0.00007918983,0.0002190397,0.0004211597,0.0002734449,0.0002191832,0.0003426487,0.0001908982,0.0002089829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001212693,"about_ca_system_score_gemma":0.0003407817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003282652,"about_ca_topic_score_gemma":0.0007866787,"domain_scores_codex":[0.999707,0.00004563428,0.00005946527,0.0000277313,0.0001093921,0.00005070038],"domain_scores_gemma":[0.9985378,0.0003941643,0.0007553436,0.00003925652,0.0001078667,0.0001655682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0003231069,0.00008001562,0.9264783,0.0003842332,0.0001011514,0.01491465,0.0001668419,0.0001325553,0.002830421,0.00006819015,0.0003409782,0.05417956],"study_design_scores_gemma":[0.00005207503,0.001278432,0.8321432,0.0004307094,0.0001302926,0.1611759,0.0005139804,0.0001949426,0.001279298,0.000124996,0.002662809,0.00001337516],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919762,0.006148151,0.0002621099,0.00005085872,0.00001803102,0.00002525948,0.0001011488,0.0000115568,0.001406678],"genre_scores_gemma":[0.9982215,0.001321254,0.0001898168,0.0000482422,0.00002934348,0.000007067841,0.00008182674,0.000001316677,0.00009963172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001777762,"threshold_uncertainty_score":0.005947232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0542127347093708,"score_gpt":0.2986323785520332,"score_spread":0.2444196438426624,"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."}}