{"id":"W4402143373","doi":"10.1111/medu.15523","title":"‘Transitions’: A new pilot programme to support the transitions of new internationally educated clinical fellows","year":2024,"lang":"en","type":"article","venue":"Medical Education","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Michener Institute; University of Toronto; University Health Network","funders":"","keywords":"Medical education; Psychology; Medicine","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":[0.004030619,0.0007565813,0.0003475627,0.0005809964,0.002739014,0.0008981071,0.002370785,0.001325198,0.007437762],"category_scores_gemma":[0.006558493,0.0004232567,0.001097177,0.0003629468,0.001160795,0.00116016,0.005194432,0.002143718,0.0009239589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001914979,"about_ca_system_score_gemma":0.01458042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044099,"about_ca_topic_score_gemma":0.03075266,"domain_scores_codex":[0.9976439,0.0007616236,0.00009822197,0.0002518712,0.0002305301,0.001013883],"domain_scores_gemma":[0.9916653,0.0007182701,0.0002132047,0.0003954219,0.0005465837,0.006461118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005125194,0.07260929,0.02422591,0.002685548,0.0001410492,0.003944006,0.02372655,0.003244136,0.01010891,0.001291863,0.04592616,0.8069714],"study_design_scores_gemma":[0.01781406,0.2212923,0.3783869,0.00190784,0.0004180366,0.005289376,0.03062583,0.006601104,0.0136529,0.002601895,0.3207065,0.0007033171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959339,0.0004309859,0.007861257,0.003073836,0.0007955721,0.01763851,0.0006663225,0.0008914617,0.009302994],"genre_scores_gemma":[0.8773301,0.0008745903,0.08625668,0.002952209,0.000582139,0.0196317,0.001449634,0.0001701427,0.01075284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01044099,"threshold_uncertainty_score":0.02488178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081107673612734,"score_gpt":0.5328280219276679,"score_spread":0.4247172545663945,"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."}}