{"id":"W2977486547","doi":"10.1177/0194599819877652","title":"Office‐Based Stapes Surgery","year":2019,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Audiogram; Otosclerosis; Stapes surgery; Surgery; Retrospective cohort study; Bone conduction; Complication; Odds ratio; Hearing loss; Radiology; Audiology; Internal medicine","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":[0.000697009,0.0002719914,0.0004125332,0.0004065996,0.0002655056,0.0005526909,0.0002758334,0.0001818339,0.002927247],"category_scores_gemma":[0.001944198,0.00009316175,0.0003358636,0.0003642091,0.0003290234,0.0004176073,0.0005699315,0.0003187997,0.000529533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583366,"about_ca_system_score_gemma":0.0003787738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002798399,"about_ca_topic_score_gemma":0.000535695,"domain_scores_codex":[0.9992324,0.0001158725,0.00007399493,0.0001431798,0.0002852493,0.0001493159],"domain_scores_gemma":[0.9973201,0.0006147363,0.001242296,0.000246209,0.0001964127,0.0003802421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001846304,0.0009829501,0.6716055,0.0006434904,0.0003106439,0.004901766,0.0004107472,0.0002657519,0.02007932,0.0004598383,0.001694373,0.2967995],"study_design_scores_gemma":[0.0003591299,0.01796698,0.8896873,0.0003850035,0.0002778712,0.07076725,0.001333339,0.00100909,0.007978953,0.0003891494,0.009797242,0.00004871082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908357,0.002804259,0.001936616,0.00007941922,0.00007023155,0.00004940869,0.0000977974,0.00004863452,0.004077889],"genre_scores_gemma":[0.9964772,0.00127833,0.001130746,0.0001192727,0.0001508542,0.00002953839,0.00009934577,0.000007689738,0.0007070795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002927247,"threshold_uncertainty_score":0.009792626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553620207216344,"score_gpt":0.2458309947091378,"score_spread":0.2302947926369743,"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."}}