{"id":"W4392237648","doi":"10.1097/qmh.0000000000000443","title":"Development of Research Core Competencies for Academic Practice Among Health Professionals: A Mixed-Methods Approach","year":2024,"lang":"en","type":"article","venue":"Quality Management in Health Care","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; St. Francis Xavier University; University of Toronto; Women's College Hospital","funders":"","keywords":"Core competency; Medical education; Scholarship; Process (computing); Psychology; Health professionals; Medicine; Health care; Political science; Computer science; Business","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09964658,0.00136629,0.001275363,0.007894509,0.004083299,0.004032742,0.002787634,0.001516002,0.005378281],"category_scores_gemma":[0.06966422,0.001360381,0.001936168,0.003868999,0.002487223,0.002623491,0.00582887,0.001632693,0.0007814983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006324467,"about_ca_system_score_gemma":0.01637841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003752967,"about_ca_topic_score_gemma":0.009841396,"domain_scores_codex":[0.9370272,0.04948487,0.00422784,0.003244161,0.004682911,0.001333088],"domain_scores_gemma":[0.9149607,0.06383211,0.004529824,0.005176276,0.01021116,0.001289792],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002105714,0.01900781,0.05704443,0.00852016,0.0004250681,0.0007052136,0.2687131,0.001857291,0.006811703,0.01198974,0.002205362,0.6206145],"study_design_scores_gemma":[0.01086722,0.0452318,0.2141759,0.01460794,0.00164845,0.00169302,0.51355,0.02353724,0.0373705,0.05511013,0.08137518,0.0008326172],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5823386,0.001143269,0.1539697,0.001007098,0.0001099031,0.2507479,0.000792366,0.0002082602,0.009682926],"genre_scores_gemma":[0.2700296,0.0007856415,0.3959463,0.0009142991,0.00004861962,0.328686,0.0004027645,0.00006783289,0.00311891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9003534,"threshold_uncertainty_score":0.5269878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6489836056777037,"score_gpt":0.7151609118408284,"score_spread":0.06617730616312467,"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."}}