{"id":"W2761341025","doi":"10.1111/medu.13386","title":"Back from basics: integration of science and practice in medical education","year":2017,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; Health Sciences Centre; Sunnybrook Health Science Centre; Women's College Hospital; University of Toronto","funders":"","keywords":"Declaration; Curriculum; Multitude; Engineering ethics; Medical education; Cognition; Psychology; Sociology; Political science; Medicine; Pedagogy; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02840536,0.0007623731,0.001174297,0.002785207,0.004088103,0.01141923,0.001432721,0.009376547,0.0042384],"category_scores_gemma":[0.03556768,0.0006186807,0.0009169884,0.002635733,0.04568771,0.02022227,0.0128203,0.01663834,0.001327639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009663219,"about_ca_system_score_gemma":0.01866835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005846484,"about_ca_topic_score_gemma":0.00554601,"domain_scores_codex":[0.9797864,0.01083315,0.001810526,0.001438385,0.005201544,0.0009299951],"domain_scores_gemma":[0.9528259,0.03567402,0.002920577,0.002986875,0.003488775,0.002103781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001455723,0.00003685322,0.0009179425,0.003323667,0.00005393278,0.0002814939,0.0175882,0.0003473517,0.0006185535,0.7718306,0.0657056,0.1391502],"study_design_scores_gemma":[0.00004023825,0.0001015244,0.00214877,0.005651183,0.00002740103,0.0005456561,0.004505638,0.0001220554,0.0004037642,0.2826753,0.7037266,0.00005192953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006823336,0.257067,0.01848536,0.660073,0.02015701,0.00007498604,0.0001338687,0.0001458943,0.03703952],"genre_scores_gemma":[0.350524,0.2084149,0.03296458,0.3662438,0.01746906,0.0004527102,0.0002794507,0.0002714808,0.02338001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02840536,"threshold_uncertainty_score":0.1502237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061049999526577,"score_gpt":0.4264137903637666,"score_spread":0.4058032903685009,"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."}}