{"id":"W4307713338","doi":"10.1177/22925503221134816","title":"Dear Program Directors: There Are Numerous Entrustable Professional Activities on a Burns Rotation!","year":2022,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Rotation (mathematics); Psychology; Medicine; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002640162,0.0003496672,0.0002737979,0.0008252024,0.003330785,0.001769548,0.0008801675,0.001316249,0.1020291],"category_scores_gemma":[0.01121019,0.0004666926,0.0002588476,0.0009166931,0.0009707396,0.00197601,0.002571512,0.002808827,0.02255149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001842538,"about_ca_system_score_gemma":0.01136957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105495,"about_ca_topic_score_gemma":0.02616649,"domain_scores_codex":[0.9982844,0.0003859853,0.00007760326,0.0002029272,0.0005177605,0.0005312975],"domain_scores_gemma":[0.9772558,0.0009917121,0.001912911,0.0004264768,0.005373979,0.01403922],"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":[0.00004379407,0.0001416291,0.01347459,0.0001887979,0.000004602204,0.0001229703,0.0008663522,0.00003754409,0.0003217099,0.0002306847,0.897356,0.08721129],"study_design_scores_gemma":[0.00004456243,0.0004013404,0.07183446,0.0007724631,0.00001601632,0.0008874663,0.01194828,0.0001956264,0.0004780682,0.0004579319,0.9129242,0.00003964364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09994114,0.007547144,0.004548622,0.7621888,0.0370588,0.001282466,0.003242733,0.002413417,0.08177694],"genre_scores_gemma":[0.2876585,0.01922449,0.0103618,0.2865328,0.01520627,0.002171388,0.003179226,0.000868338,0.3747972],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1020291,"threshold_uncertainty_score":0.3413214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03907120335083113,"score_gpt":0.3300602907870391,"score_spread":0.290989087436208,"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."}}