{"id":"W4318218333","doi":"10.5489/cuaj.8268","title":"Let’s not forget our residents in training","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Training (meteorology); Psychology; Medical education; Medicine; Geography; Meteorology","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":[0.00756196,0.001287421,0.001696459,0.002076349,0.01622344,0.01017784,0.002925158,0.01936093,0.06904262],"category_scores_gemma":[0.06383397,0.000758614,0.001917282,0.001139437,0.009947706,0.009662858,0.007774068,0.03589764,0.03380655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006909267,"about_ca_system_score_gemma":0.02561476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03686437,"about_ca_topic_score_gemma":0.0924542,"domain_scores_codex":[0.9898298,0.001492562,0.0004583179,0.0008554771,0.004564026,0.002799832],"domain_scores_gemma":[0.8789636,0.005271375,0.002735152,0.00207049,0.04213059,0.06882869],"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":[0.00001880771,0.00008209828,0.001397396,0.0001024738,0.00001745052,0.0004212929,0.0007526329,0.00002570641,0.0001274434,0.001672508,0.9803172,0.01506489],"study_design_scores_gemma":[0.00004838388,0.0001075743,0.00320056,0.0008949107,0.0000410564,0.001770875,0.01019747,0.00003955015,0.0001467899,0.005712185,0.9777291,0.0001115206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001251128,0.004003893,0.0003624543,0.8709771,0.1134907,0.00002110111,0.00003789994,0.0001219906,0.009733748],"genre_scores_gemma":[0.01455614,0.004456361,0.001242014,0.8464677,0.03987928,0.00005967633,0.00006151707,0.0001579328,0.09311934],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06904262,"threshold_uncertainty_score":0.2309706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04642351451172926,"score_gpt":0.3193239369027901,"score_spread":0.2729004223910608,"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."}}