{"id":"W4385563750","doi":"10.1111/hex.13827","title":"The elephant in the room: Family engagement in mental health and substance use research","year":2023,"lang":"en","type":"editorial","venue":"Health Expectations","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Conceptualization; Mental health; Public engagement; Inclusion (mineral); Psychological intervention; Psychology; Public relations; Community engagement; Sociology; Medicine; Nursing; Political science; Social psychology; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06481466,0.0007532376,0.001391919,0.002752791,0.03087165,0.01581844,0.003611634,0.01002606,0.01629741],"category_scores_gemma":[0.06245249,0.0008924731,0.001664685,0.002552864,0.03816563,0.03235744,0.03438298,0.01554266,0.002350413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009948585,"about_ca_system_score_gemma":0.02023356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006333577,"about_ca_topic_score_gemma":0.01495407,"domain_scores_codex":[0.9002724,0.0915161,0.001061062,0.001767102,0.002780057,0.002603216],"domain_scores_gemma":[0.9082567,0.06970055,0.003085349,0.002889153,0.002467797,0.01360046],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001758155,0.0002618911,0.005175982,0.002017126,0.00009243451,0.003202912,0.6124426,0.000180274,0.000186521,0.07296237,0.1054654,0.1978367],"study_design_scores_gemma":[0.00008119756,0.0003283982,0.00290661,0.01273994,0.00005309999,0.002818869,0.45464,0.0002475872,0.0002143915,0.1106703,0.4151735,0.0001261105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.03873594,0.144407,0.01678329,0.7316637,0.01103112,0.0003915777,0.000237337,0.0002567533,0.05649312],"genre_scores_gemma":[0.6211831,0.1258229,0.02032063,0.2086956,0.007254211,0.001964385,0.0002631553,0.0004240981,0.01407189],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9351853,"threshold_uncertainty_score":0.3427768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5137791313983607,"score_gpt":0.5587901808839012,"score_spread":0.04501104948554047,"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."}}