{"id":"W2045041072","doi":"10.1097/00129492-200103000-00005","title":"Current Use of Implants in Middle Ear Surgery","year":2001,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Medicine; Stapedectomy; Neurotology; Stapes; Otosclerosis; Otology; Prosthesis; Stapes surgery; Dentistry; Cartilage; Surgery; Prosthesis Implantation; Biomaterial; Otorhinolaryngology; Middle ear; Anatomy; Head and neck surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0001970198,0.0001573212,0.0007615399,0.000434893,0.00002166277,0.000002577214,0.00007481306,0.0001961075,0.0003665808],"category_scores_gemma":[0.000668339,0.0001491873,0.0001288654,0.0003040976,0.0002515614,0.00006970343,0.00004765853,0.0003733019,0.0001088023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001302142,"about_ca_system_score_gemma":0.0001180316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008316102,"about_ca_topic_score_gemma":0.0001728285,"domain_scores_codex":[0.9983127,0.0002742115,0.0005104013,0.0003298442,0.0001077401,0.0004650761],"domain_scores_gemma":[0.9983376,0.001002381,0.0001420506,0.0003384351,0.00005262338,0.0001269646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00037516,0.0002858664,0.9860619,0.00006649854,0.0000158385,0.003147987,0.00005326843,0.000001719729,0.001293925,0.0001736368,0.002225693,0.006298536],"study_design_scores_gemma":[0.0005990756,0.0001398598,0.9496105,0.000107265,0.00002644935,0.004289411,0.00000768822,0.00003249869,0.001402891,0.00006991834,0.04360538,0.0001090599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996625,0.0004143637,0.00001368809,0.0005877574,0.00150959,0.0003958722,0.000007287054,0.00003830735,0.0004081359],"genre_scores_gemma":[0.9979373,0.0009352407,0.00006636423,0.0007116481,0.00007713451,0.00005009957,0.00002677791,0.00002156564,0.000173839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04137969,"threshold_uncertainty_score":0.608368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219119845640941,"score_gpt":0.3084596192377975,"score_spread":0.1865476346737035,"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."}}