{"id":"W4395954862","doi":"10.1111/hex.14057","title":"Lived experience and family engagement in psychiatry research: A scoping review of reviews","year":2024,"lang":"en","type":"review","venue":"Health Expectations","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Centre for Addiction and Mental Health","keywords":"Mental health; Thematic analysis; Psychology; Systematic review; MEDLINE; Psychiatry; Qualitative research; Sociology; Political science; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02549403,0.001740525,0.004880626,0.02086812,0.001948999,0.00596668,0.002031786,0.003404897,0.003092096],"category_scores_gemma":[0.105371,0.00160599,0.005288606,0.02068672,0.002070585,0.005949918,0.004156905,0.002484434,0.0004381216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007329703,"about_ca_system_score_gemma":0.02446113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009257834,"about_ca_topic_score_gemma":0.02019793,"domain_scores_codex":[0.9712968,0.01353927,0.008544945,0.001595373,0.004210358,0.0008132032],"domain_scores_gemma":[0.8747432,0.1012956,0.01253154,0.001499828,0.009201564,0.0007283365],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000130545,0.0000356605,0.001082331,0.8208329,0.001733143,0.0002477535,0.004740367,0.000169254,0.0001570757,0.001642769,0.004783706,0.1644444],"study_design_scores_gemma":[0.00001689844,0.00005845195,0.001270274,0.9633186,0.003006108,0.0003054793,0.002099976,0.00003946786,0.00007599183,0.0004250105,0.02936351,0.00002019591],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000538566,0.9979967,0.0001756185,0.0004793566,0.0001650203,0.0001606854,0.00007559369,0.000004042518,0.0004042727],"genre_scores_gemma":[0.006538973,0.991603,0.0006227758,0.0003794946,0.0001037306,0.0005796486,0.00008422078,0.000004650752,0.00008347473],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.974506,"threshold_uncertainty_score":0.1348269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5132422138497322,"score_gpt":0.6001397867735884,"score_spread":0.08689757292385614,"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."}}