{"id":"W3210530381","doi":"10.33137/utjph.v2i2.36840","title":"Patient and Family Engagement","year":2021,"lang":"en","type":"article","venue":"University of Toronto Journal of Public Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Mental health; General partnership; Health care; Nursing; Portfolio; Psychology; Medicine; Psychiatry; Political science; Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002279741,0.00008431355,0.0003241137,0.00005037152,0.000578207,0.000003777661,0.0001135168,0.0000641905,0.001028447],"category_scores_gemma":[0.00005579547,0.00008431968,0.00006527072,0.00005379922,0.00004401256,0.0002798688,0.0001460128,0.0003063572,0.000006285562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045944,"about_ca_system_score_gemma":0.002656716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006164042,"about_ca_topic_score_gemma":0.004077594,"domain_scores_codex":[0.997096,0.001392772,0.0006047399,0.0001199403,0.0003862304,0.000400301],"domain_scores_gemma":[0.9975451,0.0001818079,0.0008901626,0.0001472196,0.0005517483,0.0006839487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003282669,0.001743693,0.164934,0.00483705,0.0003114253,0.0001684506,0.2039459,0.000005888032,0.0002914822,0.01240201,0.07934801,0.5316838],"study_design_scores_gemma":[0.001913295,0.001280589,0.05487738,0.0005947861,0.00001334741,0.000006958177,0.168303,0.00002119762,0.000007042513,0.00006395109,0.7728262,0.00009226614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639645,0.01059533,0.001934549,0.006053281,0.001175748,0.0004336234,0.00004995866,0.00001158317,0.01578139],"genre_scores_gemma":[0.9747165,0.01082265,0.007827974,0.005401475,0.0001317718,3.12366e-7,0.00003157657,0.00001100178,0.001056756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6934782,"threshold_uncertainty_score":0.9998847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2354196328636519,"score_gpt":0.3764455091191866,"score_spread":0.1410258762555346,"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."}}