{"id":"W2980255517","doi":"10.5489/cuaj.5710","title":"Resident-run urology clinics: A tool for use in competency-based medical education for teaching and assessing transition-to-practice skills.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Patient satisfaction; Family medicine; Medical education; Communication skills; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002102649,0.00009072417,0.0002392393,0.0001721191,0.00006816151,0.00004875567,0.00004138749,0.0001295058,0.0000370261],"category_scores_gemma":[0.01067822,0.00008418944,0.00006223986,0.00009757929,0.00002820022,0.0002590596,0.000007899559,0.0002440406,0.000002572666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004767902,"about_ca_system_score_gemma":0.0005522541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003260424,"about_ca_topic_score_gemma":0.00004034474,"domain_scores_codex":[0.9987602,0.0001606543,0.000349852,0.0002746714,0.0001971139,0.0002575565],"domain_scores_gemma":[0.9942482,0.005247157,0.00007863527,0.000122703,0.0001063172,0.0001970556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002119803,0.0008555202,0.05829518,0.0002093473,0.00005309796,0.0000105244,0.001154564,0.0003364097,0.00001005512,0.0061267,0.0002089641,0.9306198],"study_design_scores_gemma":[0.02256183,0.0003112991,0.7902275,0.0002108812,0.0002142902,0.00003872582,0.001047426,0.0605991,0.00001446328,0.001253156,0.1232028,0.0003185835],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492635,0.00005710633,0.0225006,0.02346682,0.00053247,0.00302132,0.000006149115,0.00005196541,0.001100117],"genre_scores_gemma":[0.9530407,0.000004125998,0.02711081,0.01863712,0.0001532368,0.0008717959,0.00006581257,0.00001808525,0.00009829118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9303012,"threshold_uncertainty_score":0.9976553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648164912140224,"score_gpt":0.3531010265081295,"score_spread":0.3266193773867272,"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."}}