{"id":"W4389629011","doi":"10.36834/cmej.77525","title":"An evaluation of a Transition to Foundations curriculum for first year pediatric residents in Competency Based Medical Education","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster Children's Hospital","funders":"","keywords":"Curriculum; Medical education; Transition (genetics); Statement (logic); Medicine; Psychology; Pedagogy; Political science; Chemistry","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":[0.01043983,0.0008815285,0.001047404,0.001184013,0.001273863,0.001643474,0.001781991,0.001486501,0.003990568],"category_scores_gemma":[0.02848318,0.0004646626,0.001393456,0.0009363203,0.0006251745,0.001277243,0.00176233,0.001818417,0.0006188945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006262574,"about_ca_system_score_gemma":0.01484003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285662,"about_ca_topic_score_gemma":0.02142538,"domain_scores_codex":[0.9930438,0.002626953,0.0005048774,0.0005086223,0.002380479,0.0009352967],"domain_scores_gemma":[0.9813635,0.005306862,0.001781152,0.0006699037,0.003308252,0.007570306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.05745023,0.4439575,0.03033115,0.002959889,0.0007256501,0.0004337321,0.004429306,0.007716881,0.004365009,0.001215896,0.008588189,0.4378266],"study_design_scores_gemma":[0.06597536,0.6298694,0.2490082,0.002279193,0.00120292,0.0003348375,0.005487744,0.01001532,0.007125728,0.0008543039,0.02746737,0.0003795943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871503,0.0002632915,0.0008043242,0.000520784,0.0002133916,0.007469572,0.0006116062,0.0001066011,0.002860207],"genre_scores_gemma":[0.9744855,0.0007610844,0.01095824,0.0006387209,0.0001281949,0.009488213,0.00124913,0.00003821296,0.002252663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01285662,"threshold_uncertainty_score":0.05521172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03564191533217849,"score_gpt":0.4185509127554703,"score_spread":0.3829089974232918,"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."}}