{"id":"W2022040298","doi":"10.1097/mao.0b013e3182937af6","title":"Face Validity Study of an Artificial Temporal Bone for Simulation Surgery","year":2013,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Hospital; Sunnybrook Health Science Centre; Health Sciences Centre; University of British Columbia","funders":"","keywords":"Cadaveric spasm; Temporal bone; Medicine; Face validity; Stereolithography; Likert scale; Medical physics; Haptic technology; Cadaver; Artificial intelligence; Surgery; Computer science","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":[0.009902228,0.0002944724,0.0002533609,0.0006514414,0.0004606305,0.0006906211,0.0007094168,0.0004684026,0.003081683],"category_scores_gemma":[0.04339669,0.0001591744,0.000920211,0.000195822,0.001102166,0.0005084794,0.001223921,0.0003212867,0.0004394831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007675205,"about_ca_system_score_gemma":0.0007547745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000967851,"about_ca_topic_score_gemma":0.0006938649,"domain_scores_codex":[0.9932528,0.003183893,0.0004103148,0.0003314466,0.002616992,0.0002045343],"domain_scores_gemma":[0.9722692,0.01698557,0.003005122,0.001607548,0.005439095,0.0006934442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004735515,0.002459329,0.8290916,0.0005389722,0.0002376385,0.0006309841,0.01208919,0.004945409,0.0270662,0.002329289,0.001389033,0.1144869],"study_design_scores_gemma":[0.0005201861,0.02472206,0.8497745,0.0004262094,0.0003499796,0.003234679,0.02069726,0.05867776,0.02800832,0.002692365,0.01069587,0.0002008779],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920265,0.00003995783,0.004282103,0.0001001259,0.00004880092,0.0003077279,0.00006451521,0.000009137872,0.003121063],"genre_scores_gemma":[0.9972917,0.00002507806,0.00207283,0.0000495291,0.00001763459,0.0001809767,0.00006745413,0.000004865529,0.0002897885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009902228,"threshold_uncertainty_score":0.05236858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101795830271868,"score_gpt":0.3464017620147855,"score_spread":0.2362221789875987,"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."}}