{"id":"W6902335944","doi":"10.6084/m9.figshare.c.7228781.v1","title":"Patients as teachers: a within-subjects randomized pilot experiment of patient-led online learning modules for health professionals","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Political Science Research and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université Laval; Université de Sherbrooke","funders":"","keywords":"Biopsychosocial model; Set (abstract data type); Intervention (counseling); Health care; Narrative; Randomized controlled trial; Health professionals; Simulated patient; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02060661,0.002658221,0.002662173,0.0009552986,0.003631308,0.002313487,0.003445875,0.004524057,0.01618355],"category_scores_gemma":[0.02677689,0.002281341,0.001098548,0.0006276945,0.002817237,0.002225067,0.001984399,0.004437949,0.002035228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002789024,"about_ca_system_score_gemma":0.006984743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0018323,"about_ca_topic_score_gemma":0.003297214,"domain_scores_codex":[0.9808323,0.01234043,0.001216616,0.001893019,0.001548079,0.002169549],"domain_scores_gemma":[0.9657916,0.02199275,0.003208698,0.00210008,0.002648993,0.004257906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2273305,0.7126584,0.003742567,0.001248667,0.0002102773,0.000325433,0.009232546,0.002424388,0.009436247,0.0009539732,0.002015603,0.0304214],"study_design_scores_gemma":[0.2509125,0.7238293,0.009713392,0.0001479646,0.0001814532,0.00003843399,0.002684781,0.002875255,0.003979992,0.000934628,0.004569875,0.0001324121],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9115893,0.00004424119,0.001727246,0.0002772947,0.0003182882,0.08381059,0.0003867825,0.0001148786,0.001731289],"genre_scores_gemma":[0.6859596,0.0001200848,0.01845342,0.0008496151,0.0003567952,0.2898678,0.0002873464,0.00003521459,0.004070241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02060661,"threshold_uncertainty_score":0.1089795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06805148929144579,"score_gpt":0.4430221563187765,"score_spread":0.3749706670273307,"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."}}