{"id":"W4295014542","doi":"10.1136/bmjopen-2022-061465","title":"Understanding patient partnership in health systems: lessons from the Canadian patient partner survey","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; The Wilson Centre; University of Toronto; University Health Network; Impact; University of Calgary; McMaster University; Ontario Stroke Network; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Feeling; General partnership; Government (linguistics); Nursing; Population; Population health; Public health; Family medicine; Psychology; Environmental health; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.02230465,0.0004539713,0.0006487555,0.002477247,0.00687037,0.00451604,0.001925948,0.001066244,0.002423544],"category_scores_gemma":[0.0476414,0.0005288773,0.0007315668,0.008882477,0.002087232,0.004490268,0.005402063,0.002546285,0.0002241771],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04929292,"about_ca_system_score_gemma":0.07629083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.974216,"about_ca_topic_score_gemma":0.9864296,"domain_scores_codex":[0.9858534,0.006072363,0.0009595433,0.0005695033,0.003563724,0.002981353],"domain_scores_gemma":[0.9711576,0.01031451,0.002688353,0.0009411402,0.01065061,0.004247839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001067312,0.0001061963,0.6315609,0.0007425817,0.0001132344,0.0003806591,0.2437378,0.0002732339,0.0001007837,0.001752343,0.02696953,0.094156],"study_design_scores_gemma":[0.00002349037,0.0001011209,0.577413,0.001647626,0.00006419844,0.0001970244,0.3785129,0.0006605865,0.0000877795,0.0008060338,0.04038176,0.0001045927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8926777,0.0164009,0.001796299,0.05448793,0.0002998751,0.000798094,0.006568383,0.00005568086,0.02691521],"genre_scores_gemma":[0.9820668,0.009162938,0.00151806,0.004152183,0.00005772501,0.0003698772,0.001637563,0.00003369032,0.001001251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9507071,"threshold_uncertainty_score":0.3576469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8330433880780804,"score_gpt":0.5576587709326735,"score_spread":0.275384617145407,"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."}}