{"id":"W2126998611","doi":"10.3109/0142159x.2014.899685","title":"Faculty development through international exchange: The IMEX initiative","year":2014,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Global Health and Surgery","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Dalhousie University","funders":"","keywords":"Medical education; MEDLINE; Medicine; Political science","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":[0.02791585,0.0005154521,0.0002134841,0.0009184456,0.004368288,0.006142017,0.00201862,0.002083228,0.0149248],"category_scores_gemma":[0.01451429,0.0003513228,0.0003154149,0.001002215,0.002610191,0.00491737,0.0184623,0.002624885,0.001768821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002961834,"about_ca_system_score_gemma":0.01454895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009001876,"about_ca_topic_score_gemma":0.00298505,"domain_scores_codex":[0.9890339,0.006066652,0.0003658739,0.0005330762,0.001564209,0.002436234],"domain_scores_gemma":[0.948791,0.00327171,0.00311055,0.001924223,0.002355501,0.04054697],"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":[0.001281264,0.005328501,0.08045757,0.001070051,0.00006549656,0.002130024,0.07824438,0.0005736189,0.005268052,0.03090889,0.2850686,0.5096036],"study_design_scores_gemma":[0.0003342599,0.00185426,0.08158468,0.0004148868,0.0000191543,0.001255202,0.05569377,0.0003298229,0.002535682,0.001836464,0.8540896,0.00005223613],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6881144,0.008146022,0.01063161,0.1383803,0.0053389,0.002607347,0.001210873,0.00117188,0.1443987],"genre_scores_gemma":[0.8651969,0.003183346,0.02648353,0.0144696,0.002679756,0.001921191,0.00139539,0.0002730009,0.08439718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02791585,"threshold_uncertainty_score":0.1476349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07463318091717376,"score_gpt":0.3758542698250134,"score_spread":0.3012210889078396,"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."}}