{"id":"W4296630065","doi":"10.3390/jpm12101551","title":"Minimally Traumatic Cochlear Implant Surgery: Expert Opinion in 2010 and 2020","year":2022,"lang":"en","type":"article","venue":"Journal of Personalized Medicine","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Cochlear implant; Round window; Expert opinion; Implant; Cochlear implantation; Audiology; Surgery; Dentistry; Intensive care medicine; Cochlea","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":[0.00556169,0.0001182159,0.0001725846,0.001088747,0.0004094361,0.0009079052,0.0002514293,0.001012086,0.002038688],"category_scores_gemma":[0.01547242,0.0001320727,0.0002668219,0.0007264346,0.0004189674,0.001079853,0.0006309634,0.0006592127,0.0004463213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215572,"about_ca_system_score_gemma":0.001227406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003581361,"about_ca_topic_score_gemma":0.004724051,"domain_scores_codex":[0.9966744,0.001280625,0.0004121088,0.0002223568,0.001003278,0.0004071217],"domain_scores_gemma":[0.9836908,0.006998066,0.003067465,0.000129082,0.004221366,0.001893393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007279885,0.0002964069,0.7100083,0.001377343,0.0001455107,0.002179126,0.0428627,0.0003342581,0.003892901,0.001151399,0.03452336,0.2025007],"study_design_scores_gemma":[0.00005379098,0.0006860447,0.7490152,0.002100949,0.000111357,0.005533039,0.1538236,0.001405926,0.001107484,0.0004997371,0.08551989,0.0001429517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9616593,0.007287572,0.0005368391,0.01683371,0.0006549011,0.00004486428,0.0005538168,0.000009901498,0.01241902],"genre_scores_gemma":[0.9902139,0.004025298,0.0003352341,0.003620679,0.0003005571,0.00002750052,0.0002456479,0.000006057267,0.001225161],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00556169,"threshold_uncertainty_score":0.0294134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06913134396241927,"score_gpt":0.3360421177726812,"score_spread":0.266910773810262,"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."}}