{"id":"W2472398306","doi":"10.1177/0194599816655310","title":"Stapedotomy vs Cochlear Implantation for Advanced Otosclerosis","year":2016,"lang":"en","type":"review","venue":"Otolaryngology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Research on Brain Language and Music; McGill University","funders":"","keywords":"Cochlear implantation; Otosclerosis; Medicine; Audiology; Cochlear implant","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":[0.002576526,0.0004532066,0.002466577,0.002167669,0.0002404184,0.001263527,0.000529348,0.001013722,0.004123922],"category_scores_gemma":[0.00985668,0.0001766907,0.00328717,0.002042362,0.0004838209,0.001107692,0.0006808294,0.0006908305,0.0002435273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005661281,"about_ca_system_score_gemma":0.001107118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006380688,"about_ca_topic_score_gemma":0.001401131,"domain_scores_codex":[0.997604,0.0005919279,0.0009469642,0.0002191968,0.0005522687,0.00008563528],"domain_scores_gemma":[0.991241,0.005800012,0.0022171,0.00008848793,0.0003934021,0.0002600378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06221,0.0007034164,0.02763392,0.4654141,0.04120914,0.001470812,0.0005597496,0.0008391817,0.003777224,0.001064679,0.002176618,0.3929411],"study_design_scores_gemma":[0.06577797,0.08965605,0.2249276,0.3069114,0.2313293,0.01599392,0.004442045,0.001980801,0.006624397,0.006124778,0.04581222,0.0004194589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09416769,0.9025356,0.0002601828,0.0003632245,0.000485632,0.000351074,0.0004647385,0.000008541143,0.001363359],"genre_scores_gemma":[0.6477656,0.3475418,0.00114644,0.001021728,0.0008590206,0.0006284735,0.0006461381,0.0000077576,0.0003831336],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004123922,"threshold_uncertainty_score":0.01379591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04055529019583409,"score_gpt":0.3525010277601455,"score_spread":0.3119457375643114,"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."}}