{"id":"W4393861757","doi":"10.1177/08404704241239864","title":"Growing a provincial patient and family engagement network to optimize kidney care","year":2024,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care","funders":"Provincial Health Services Authority; BC Renal Agency; Kidney Foundation of Canada","keywords":"Operationalization; Outreach; Community engagement; Public relations; Health care; Patient care; Resource (disambiguation); Medicine; Nursing; Business; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.009544914,0.0002503755,0.0002397344,0.001047931,0.01345952,0.005104115,0.001738405,0.001228904,0.01525518],"category_scores_gemma":[0.01449433,0.0002800075,0.0004626536,0.001143581,0.002183496,0.002306659,0.01310892,0.003168117,0.001532667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02809098,"about_ca_system_score_gemma":0.1449288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3614324,"about_ca_topic_score_gemma":0.6460679,"domain_scores_codex":[0.9906889,0.004449078,0.0001545967,0.000356123,0.001455024,0.002896267],"domain_scores_gemma":[0.9725677,0.002109545,0.00113362,0.0007989193,0.003871279,0.01951884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000369615,0.001114843,0.1458677,0.0006867303,0.0001182333,0.001886679,0.04852635,0.003453825,0.004426724,0.03272545,0.3693359,0.391488],"study_design_scores_gemma":[0.0002322515,0.0004631952,0.09300133,0.0007526938,0.0000630628,0.0006538414,0.05762585,0.004946419,0.00133064,0.01743917,0.8233511,0.0001403568],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3683071,0.001945987,0.03591628,0.2979364,0.001518365,0.004705326,0.001631901,0.001659583,0.2863791],"genre_scores_gemma":[0.9174969,0.0009181343,0.02619278,0.01490159,0.0002832283,0.001493179,0.0007511069,0.0001825292,0.0377806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3614324,"threshold_uncertainty_score":0.7186572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08757703451562553,"score_gpt":0.3794303679906322,"score_spread":0.2918533334750066,"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."}}