{"id":"W2758166489","doi":"","title":"TEACHING AND EVALUATION OF BASIC URODYNAMIC SKILLS: QUEBEC UROLOGY RESIDENT EXPERIENCE","year":2017,"lang":"en","type":"article","venue":"Neurourology and Urodynamics","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Urology; Urodynamic studies; Urodynamic testing; Medical education; Urinary incontinence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008459428,0.000243538,0.0002305247,0.0005380653,0.002423588,0.0007909751,0.0005856549,0.000618604,0.003454138],"category_scores_gemma":[0.002941116,0.0002117821,0.0001625917,0.000718167,0.0005397615,0.0004103575,0.0008833774,0.0006106101,0.0003513379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01320216,"about_ca_system_score_gemma":0.0119728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7483788,"about_ca_topic_score_gemma":0.9368192,"domain_scores_codex":[0.9993373,0.0001487132,0.0000237164,0.00005049598,0.0002036751,0.0002361415],"domain_scores_gemma":[0.9959526,0.0002374945,0.000217378,0.00003775021,0.001493989,0.002060881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007646196,0.002357,0.7835546,0.0001860613,0.00007383156,0.005083732,0.05646625,0.00103567,0.008407812,0.0002440552,0.01626242,0.1255638],"study_design_scores_gemma":[0.00004194571,0.001364134,0.9547635,0.00008763406,0.00002176159,0.001284002,0.02707916,0.0006839135,0.0009219234,0.00003851986,0.01364576,0.00006784434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943781,0.0004547482,0.0001040377,0.0005615289,0.00004094134,0.00005467173,0.0001322654,0.00001384318,0.004259953],"genre_scores_gemma":[0.9915791,0.0004877525,0.0004095148,0.0003734381,0.00002235358,0.00002322501,0.0001362683,0.00001323922,0.006955251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7483788,"threshold_uncertainty_score":0.506206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008752269001101544,"score_gpt":0.2683516530118259,"score_spread":0.2595993840107244,"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."}}