{"id":"W4400407588","doi":"10.1136/bmjopen-2023-082502","title":"Patient engagement in a Canadian health research funding institute: implementation and impact","year":2024,"lang":"en","type":"review","venue":"BMJ Open","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institutes of Health Research; University of British Columbia","funders":"Institute of Musculoskeletal Health and Arthritis; Canadian Institutes of Health Research","keywords":"Rubric; Medicine; Public health; Medical education; Work (physics); Nursing; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1482835,0.001474236,0.0009261602,0.004360693,0.01820603,0.0157696,0.009388133,0.004264568,0.007442389],"category_scores_gemma":[0.1390417,0.001136671,0.002433341,0.007079227,0.005930651,0.005502882,0.02337391,0.006765998,0.0009482006],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2430249,"about_ca_system_score_gemma":0.5894592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8981391,"about_ca_topic_score_gemma":0.9238783,"domain_scores_codex":[0.8250768,0.07928801,0.005020397,0.005552743,0.05796768,0.02709432],"domain_scores_gemma":[0.8605077,0.03030248,0.008793754,0.007307129,0.03612872,0.05696029],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001665633,0.005225188,0.1419687,0.004626378,0.0006953489,0.001072457,0.05518654,0.004243893,0.001546801,0.02919442,0.1076333,0.6469413],"study_design_scores_gemma":[0.002305597,0.007918712,0.4600367,0.006728784,0.001176619,0.0005383861,0.1289581,0.01166124,0.003732793,0.01046825,0.3655071,0.0009676415],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4810425,0.006516242,0.01698691,0.2381077,0.001168192,0.03582149,0.007600045,0.002761188,0.2099959],"genre_scores_gemma":[0.901086,0.003726959,0.05531748,0.01791633,0.0002150975,0.009564091,0.002733412,0.0002179976,0.009222649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8981391,"threshold_uncertainty_score":0.8779838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9014661284959247,"score_gpt":0.7474964340880851,"score_spread":0.1539696944078396,"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."}}