{"id":"W1993248601","doi":"10.1258/135581907779497585","title":"Involving patients in the education of health care professionals","year":2007,"lang":"en","type":"editorial","venue":"Journal of Health Services Research & Policy","topic":"Medical Research and Practices","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nursing; Health professionals; Health care; MEDLINE; Medicine; Family medicine; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09091496,0.0003338863,0.001443512,0.0033707,0.001766142,0.00005877674,0.002449395,0.001021625,0.000222581],"category_scores_gemma":[0.02359263,0.0002081762,0.0001884131,0.002456554,0.0001970137,0.0005766726,0.0005100624,0.0158326,0.0000508439],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003784528,"about_ca_system_score_gemma":0.1585408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08847852,"about_ca_topic_score_gemma":0.008231824,"domain_scores_codex":[0.9507527,0.0297207,0.00492485,0.0004083549,0.01163891,0.002554476],"domain_scores_gemma":[0.9423721,0.03340644,0.007797417,0.0009095968,0.01421489,0.001299486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004348661,0.0007247721,0.001829922,0.02159002,0.00003155282,0.00000465002,0.09788564,2.01619e-7,3.77825e-7,0.0001406771,0.8211932,0.05616412],"study_design_scores_gemma":[0.001089321,0.001484519,0.009947754,0.01789672,0.000004950747,8.253955e-7,0.1805546,0.000001705848,5.971656e-7,0.0004547743,0.7884561,0.0001080619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.03752629,0.1529622,0.000009398195,0.09852861,0.6893254,0.01096359,0.0005531416,0.00002682145,0.01010457],"genre_scores_gemma":[0.03479363,0.06277497,0.0003655888,0.01535363,0.8844099,0.0002452774,0.0008044121,0.0001319837,0.001120612],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1950845,"threshold_uncertainty_score":0.9995334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1319409593639566,"score_gpt":0.6505891916678546,"score_spread":0.518648232303898,"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."}}