{"id":"W2067556687","doi":"10.1007/s10597-014-9783-y","title":"Family Influence in Recovery from Severe Mental Illness","year":2014,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":115,"is_retracted":false,"has_abstract":false,"ca_institutions":"Douglas Mental Health University Institute; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Mental illness; Psychoeducation; Stressor; Psychology; Family support; Mental health; Social support; Stigma (botany); Clinical psychology; Psychiatry; Medicine; Psychotherapist; Psychological intervention","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":[],"consensus_categories":[],"category_scores_codex":[0.0004994122,0.00009387785,0.000187462,0.000342011,0.001731977,0.0007776408,0.0002365355,0.0004316478,0.002846209],"category_scores_gemma":[0.004200678,0.00008047584,0.0002281821,0.0002730151,0.0006997589,0.000452681,0.0008535189,0.0006708957,0.00007701931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009043615,"about_ca_system_score_gemma":0.0008196966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01553134,"about_ca_topic_score_gemma":0.03461625,"domain_scores_codex":[0.9996033,0.0002161265,0.00001482432,0.00001695394,0.00003024515,0.0001185585],"domain_scores_gemma":[0.9983782,0.0005303592,0.0003400283,0.00004143404,0.0001052528,0.0006047512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008794771,0.0007383602,0.9411567,0.00007240073,0.0001274775,0.00143172,0.01850204,0.0002512618,0.0004011894,0.001602262,0.001604935,0.03323213],"study_design_scores_gemma":[0.00001057854,0.00008969283,0.9813691,0.00003628853,0.00002521128,0.0002976637,0.01659585,0.0001180621,0.0000400429,0.0004635913,0.000947043,0.000006907358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941658,0.0008395363,0.00002207343,0.001266431,0.00002351095,0.000003692868,0.00002005249,0.000001088011,0.003657908],"genre_scores_gemma":[0.9996075,0.0001801496,0.000006407582,0.00003450583,0.000007930469,8.066306e-7,0.000006981622,3.904653e-7,0.0001554234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01553134,"threshold_uncertainty_score":0.03088188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03687663607087422,"score_gpt":0.3459693671155378,"score_spread":0.3090927310446636,"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."}}