{"id":"W2794342229","doi":"10.1177/0840470417747003","title":"Patient and family engagement in Alberta Health Services: Improving care delivery and research outcomes","year":2018,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Health care delivery; Healthcare delivery; Health services research; Health care; Nursing; Health services; Outcomes research; Business; Family medicine; Medicine; Environmental health; Alternative medicine; Public health; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00255432,0.0003517196,0.0005124697,0.0006547146,0.002903867,0.00003765884,0.0002300879,0.0001767148,0.00004314863],"category_scores_gemma":[0.00001328435,0.0003190162,0.00004033486,0.0004792456,0.0001423425,0.0002022321,0.001418676,0.000911214,0.0001246751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099469,"about_ca_system_score_gemma":0.0002789367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09648356,"about_ca_topic_score_gemma":0.1104831,"domain_scores_codex":[0.9929598,0.001840738,0.001270738,0.0009264751,0.0008378528,0.002164404],"domain_scores_gemma":[0.9976293,0.0004343558,0.0003256307,0.000632145,0.0002896397,0.0006889079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002035926,0.0001296042,0.6957583,0.02644499,0.00002931265,0.00001343407,0.06217692,4.300793e-7,0.000002067055,0.009641678,0.001314714,0.2042849],"study_design_scores_gemma":[0.003549516,0.003432631,0.2955781,0.00592963,0.00001572649,9.340362e-7,0.5073047,0.0003603059,0.000006303917,0.001166015,0.182131,0.0005250391],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662879,0.004560465,0.00001940488,0.01233354,0.001194934,0.007873273,0.0000687992,0.00008386249,0.007577846],"genre_scores_gemma":[0.9634268,0.002090943,0.0009073245,0.03180078,0.00009641943,0.0008668153,0.000180785,0.00005110168,0.0005790856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4451278,"threshold_uncertainty_score":0.9999262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1542319629114685,"score_gpt":0.441844547193556,"score_spread":0.2876125842820876,"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."}}