{"id":"W4385240215","doi":"10.5489/cuaj.8502","title":"“Who would you like me to call?”","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002565406,0.0004374136,0.0003886918,0.000568995,0.004672965,0.003422512,0.0009917505,0.003606408,0.06933835],"category_scores_gemma":[0.02345922,0.000228444,0.0004599872,0.0003343468,0.001797953,0.002957183,0.002018754,0.006116346,0.03567816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003485862,"about_ca_system_score_gemma":0.008331577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02814491,"about_ca_topic_score_gemma":0.05654659,"domain_scores_codex":[0.9976851,0.0009316689,0.0001168708,0.0001722793,0.0005934565,0.0005006013],"domain_scores_gemma":[0.989455,0.0007766102,0.0004612691,0.0001657262,0.003993018,0.005148251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002503432,0.00004907506,0.00245692,0.00005279028,0.000007370668,0.0001713971,0.002966278,0.00004592982,0.0001444378,0.003808219,0.9588615,0.03141111],"study_design_scores_gemma":[0.00001380045,0.00002935321,0.002042138,0.0003293222,0.000008733601,0.0007663174,0.01163813,0.0001055905,0.0001223922,0.002009567,0.9828903,0.00004435712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00866297,0.002349974,0.002614645,0.7650639,0.02927365,0.0001309432,0.0003943692,0.0003606142,0.191149],"genre_scores_gemma":[0.1082957,0.005310418,0.004176033,0.4909475,0.006441718,0.0002442834,0.000532235,0.0003531375,0.383699],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06933835,"threshold_uncertainty_score":0.2319599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03340488451248656,"score_gpt":0.3168319088080772,"score_spread":0.2834270242955906,"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."}}