{"id":"W3091928062","doi":"10.1177/0840470420960173","title":"Evaluation of a professional development course on research methods for healthcare professionals","year":2020,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Health professionals; Health care; Lifelong learning; Professional development; Medical education; Continuing professional development; Psychology; Nursing; Medicine; Pedagogy; Political science","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":[0.1379376,0.001371934,0.001584122,0.002812121,0.002602126,0.002479336,0.003603639,0.002928633,0.01019724],"category_scores_gemma":[0.2288361,0.0009880249,0.001791968,0.001176355,0.001162479,0.002304827,0.005824815,0.002851375,0.002201444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004868038,"about_ca_system_score_gemma":0.02726637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001093171,"about_ca_topic_score_gemma":0.002537228,"domain_scores_codex":[0.9172554,0.05774439,0.006383225,0.002543344,0.01183955,0.004234044],"domain_scores_gemma":[0.7059736,0.165365,0.01646532,0.02129081,0.0535056,0.03739973],"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":[0.008273786,0.1325298,0.02262787,0.003399772,0.00015723,0.000393046,0.007612514,0.001676059,0.003535452,0.001471265,0.009547809,0.8087754],"study_design_scores_gemma":[0.05173073,0.3803327,0.3172205,0.01545533,0.00188079,0.001861753,0.01894146,0.02161116,0.0430053,0.01101572,0.1358253,0.00111927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.816839,0.0008313509,0.03315462,0.007120534,0.001389948,0.1098226,0.0006761833,0.00116338,0.02900234],"genre_scores_gemma":[0.6251744,0.001232982,0.25384,0.003076742,0.0005094493,0.1027601,0.0008329534,0.0001370201,0.01243633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1379376,"threshold_uncertainty_score":0.7294923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6147870579493078,"score_gpt":0.7047067254206231,"score_spread":0.0899196674713153,"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."}}