{"id":"W4414689441","doi":"10.1002/lrh2.70033","title":"Co‐creating an everyday language illustration of learning health systems alongside patient, caregiver, and community partners","year":2025,"lang":"en","type":"article","venue":"Learning Health Systems","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; University of Toronto","funders":"Ontario SPOR SUPPORT Unit","keywords":"Everyday life; Public health; Comics; Work (physics); Community engagement; Experiential learning","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":[0.0101017,0.001377812,0.0004379986,0.001527865,0.01934493,0.01357429,0.003118388,0.003555262,0.01782671],"category_scores_gemma":[0.01287899,0.0005538648,0.00089738,0.0009582379,0.02580022,0.007488665,0.02801079,0.00458589,0.002812985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009540528,"about_ca_system_score_gemma":0.01643694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02688059,"about_ca_topic_score_gemma":0.05176687,"domain_scores_codex":[0.9866283,0.0101374,0.0002098671,0.0006477692,0.001050766,0.001325874],"domain_scores_gemma":[0.9860786,0.005512614,0.0006553147,0.001566466,0.001196439,0.004990553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008998138,0.0002582157,0.003898868,0.0005539652,0.000026597,0.003203556,0.8492879,0.001131468,0.00362265,0.0442572,0.04048086,0.05318866],"study_design_scores_gemma":[0.0000472479,0.0001655826,0.001489884,0.0005305677,0.00002079601,0.001532353,0.4768264,0.001138188,0.001561683,0.01455825,0.5020366,0.00009245371],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3583773,0.002018914,0.1551278,0.07095626,0.002742315,0.001352978,0.0005998071,0.002152806,0.4066719],"genre_scores_gemma":[0.8796515,0.0007967078,0.06827496,0.005628792,0.0002464781,0.0006962591,0.000317212,0.0004529217,0.04393522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02688059,"threshold_uncertainty_score":0.06922168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1623299057819757,"score_gpt":0.4649921484279507,"score_spread":0.3026622426459751,"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."}}