{"id":"W4408559460","doi":"10.1111/hex.70212","title":"Mobilizing the Power of Lived/Living Experiences to Improve Health Outcomes for all","year":2025,"lang":"en","type":"article","venue":"Health Expectations","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Stroke Network; Western University; Public Health Ontario; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Equity (law); Health equity; Public relations; Community-based participatory research; Citizen journalism; Context (archaeology); Health care; Business; Participatory action research; Psychology; Sociology; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005615204,0.0001662189,0.0009072333,0.0003962545,0.0005406245,0.0000553854,0.0003369203,0.00006052596,0.00009231239],"category_scores_gemma":[0.004963769,0.0001667578,0.0001600159,0.0003474573,0.0000644316,0.0001955186,0.00005832216,0.0001104631,0.00009275032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005889981,"about_ca_system_score_gemma":0.0007399929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002026792,"about_ca_topic_score_gemma":0.0004979469,"domain_scores_codex":[0.9948653,0.0002782139,0.003734606,0.0004974875,0.00008577317,0.0005386415],"domain_scores_gemma":[0.9937015,0.003590488,0.00182954,0.0005683125,0.0001078414,0.0002023866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001046257,0.000223231,0.01307376,0.0008522172,0.0001231823,4.387888e-8,0.7206939,0.0002285731,0.000004114555,0.2075892,0.05659477,0.0006065437],"study_design_scores_gemma":[0.0008131964,0.0005253432,0.04970248,0.000423041,0.000006973922,8.641713e-7,0.8751266,0.00284249,0.00001575285,0.01040732,0.05970841,0.0004275167],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2616922,0.01907939,0.07793924,0.6271107,0.003596389,0.007997053,0.0004879535,0.0001546681,0.001942394],"genre_scores_gemma":[0.922439,0.0000605062,0.01134936,0.06279583,0.00007606877,0.002649427,0.00001336619,0.00002345658,0.0005930195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6607468,"threshold_uncertainty_score":0.6800187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.296180218969622,"score_gpt":0.4960570127063653,"score_spread":0.1998767937367433,"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."}}