{"id":"W1504234196","doi":"10.21225/d5fk5w","title":"Educating Health Professionals: New Ways of Learning, Knowing, and Doing","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Health professionals; Psychology; Medical education; Engineering ethics; Pedagogy; Medicine; Health care; Political science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005967281,0.0000698502,0.0001908552,0.0006232263,0.00015835,0.00001437283,0.00007641475,0.00006791479,0.00005564446],"category_scores_gemma":[0.0005532191,0.00007633441,0.00004048871,0.0003756154,0.00006648488,0.000168287,0.000006228703,0.0003948396,0.000001003274],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004568512,"about_ca_system_score_gemma":0.008658906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009052331,"about_ca_topic_score_gemma":0.000984019,"domain_scores_codex":[0.9992089,0.00006960356,0.0003148723,0.00009230952,0.0001458108,0.000168541],"domain_scores_gemma":[0.998592,0.0000533264,0.0005272087,0.00008183807,0.0005525183,0.0001931689],"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":[0.00002672573,0.0001411263,0.1299555,0.0002404414,0.00003521051,0.00001281274,0.01274131,0.00001921467,0.0004937153,0.005950307,0.3894911,0.4608926],"study_design_scores_gemma":[0.001048297,0.0002888621,0.1330384,0.003728417,0.0001121509,0.0003789754,0.05508912,0.00007109824,0.0002391383,0.0003281057,0.8054975,0.0001798415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483413,0.0007691322,0.001251728,0.04596718,0.0007075561,0.0001460439,6.098887e-7,0.000006926592,0.002809566],"genre_scores_gemma":[0.9772383,0.00001342904,0.01578982,0.001590986,0.000614803,1.209009e-7,0.00001644088,0.000009489266,0.004726601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4607127,"threshold_uncertainty_score":0.9975465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058873375368673,"score_gpt":0.2667952222459229,"score_spread":0.2562064884922362,"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."}}