{"id":"W4229804602","doi":"10.21225/d5m88g","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":"Health Sciences Research and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Health professionals; Psychology; Engineering ethics; Medical education; Pedagogy; Medicine; Political science; Health care; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006908525,0.0004345972,0.0004441906,0.001051136,0.006132977,0.004658934,0.001055362,0.003954718,0.09693682],"category_scores_gemma":[0.02359922,0.0002500298,0.0004384149,0.001052149,0.003359028,0.005627119,0.003735887,0.002482905,0.02240979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00251509,"about_ca_system_score_gemma":0.01585258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0290216,"about_ca_topic_score_gemma":0.07190675,"domain_scores_codex":[0.9945057,0.001712451,0.0002816141,0.0003541137,0.002471526,0.0006746803],"domain_scores_gemma":[0.9799165,0.006099823,0.001471978,0.001570387,0.006606543,0.004334776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000265258,0.0001222421,0.003461526,0.001487177,0.00001422615,0.0002971067,0.004909651,0.00006281093,0.001605607,0.02140909,0.5992033,0.367162],"study_design_scores_gemma":[0.00002605577,0.00008276717,0.007666456,0.003051882,0.00001405611,0.0005265941,0.005063423,0.00007674922,0.000325166,0.007203048,0.975941,0.00002287013],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007934704,0.0248883,0.003852074,0.158789,0.01400122,0.0002474361,0.0003480658,0.0002278264,0.7897115],"genre_scores_gemma":[0.2966072,0.07258654,0.0087147,0.1422706,0.008424413,0.001066681,0.0007755421,0.0003183564,0.469236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09693682,"threshold_uncertainty_score":0.324286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04689619044667068,"score_gpt":0.3658008709436732,"score_spread":0.3189046804970025,"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."}}