{"id":"W2897267042","doi":"10.1111/medu.13715","title":"Challenges, success factors and pitfalls: implementation of distributed medical education","year":2018,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Stakeholder; Corporate governance; Critical success factor; Government (linguistics); Focus group; Medical education; Pace; Public relations; Knowledge management; Political science; Psychology; Medicine; Business; Computer 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05915772,0.0004992444,0.0004690454,0.001272839,0.005662491,0.01012822,0.003624946,0.002524831,0.003054207],"category_scores_gemma":[0.1186474,0.0007046611,0.0007308717,0.001636944,0.005825759,0.007698203,0.0118493,0.004968172,0.0004827404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008301752,"about_ca_system_score_gemma":0.021485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006708523,"about_ca_topic_score_gemma":0.01038183,"domain_scores_codex":[0.9287374,0.04097107,0.005087177,0.003224024,0.01393786,0.00804252],"domain_scores_gemma":[0.8696666,0.08696225,0.01288097,0.006500584,0.01355207,0.01043747],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001856955,0.001130854,0.1412156,0.004526872,0.0001460026,0.003523258,0.2076023,0.002365267,0.001992147,0.01960396,0.007996353,0.6097118],"study_design_scores_gemma":[0.0001078433,0.002130269,0.1646571,0.007819667,0.00009999193,0.004222827,0.6839895,0.006533417,0.004108375,0.01699176,0.1090584,0.0002808826],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8900032,0.003198995,0.01614513,0.05962803,0.0004116253,0.00116284,0.0001029365,0.0002590544,0.02908812],"genre_scores_gemma":[0.9874026,0.0007932908,0.008419392,0.001617637,0.00006671917,0.0002601476,0.00003948696,0.00003727461,0.00136335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9408423,"threshold_uncertainty_score":0.3128597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235358718825499,"score_gpt":0.4101023124283449,"score_spread":0.38774872524009,"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."}}