{"id":"W4404795820","doi":"10.2196/63743","title":"Digital Health Interventions for Informal Family Caregivers of People With First-Episode Psychosis: Systematic Review on User Experience and Effectiveness","year":2024,"lang":"en","type":"review","venue":"JMIR Mental Health","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychoeducation; Psychological intervention; Caregiver burden; Caregiver stress; Family caregivers; Digital health; Psychology; Mental health; Psychiatry; Health care; Medicine; Clinical psychology; Gerontology; Dementia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005558941,0.0009533124,0.005349237,0.005986609,0.0006201607,0.002174399,0.001234888,0.00137372,0.005815188],"category_scores_gemma":[0.03179092,0.0005597256,0.005652997,0.005251491,0.0006342832,0.001717514,0.00139861,0.001051365,0.0002423687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002653562,"about_ca_system_score_gemma":0.005600827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005803654,"about_ca_topic_score_gemma":0.01611167,"domain_scores_codex":[0.9949924,0.002262223,0.001415758,0.0002933467,0.0008859005,0.0001503186],"domain_scores_gemma":[0.9795319,0.01680737,0.002161086,0.0002016767,0.001050168,0.0002477928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006171536,0.00008161334,0.0005477583,0.9032776,0.005758484,0.00006203098,0.000411159,0.00007067924,0.0001158224,0.0001518692,0.0007013336,0.08820456],"study_design_scores_gemma":[0.0007324617,0.0009255643,0.004752269,0.9211475,0.05506076,0.0002579101,0.0007123936,0.0001085089,0.0002400905,0.0002145423,0.01580493,0.00004317388],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004578487,0.9932691,0.000145646,0.0001903961,0.00008774684,0.0005876459,0.0004314685,0.00001451003,0.0006948636],"genre_scores_gemma":[0.04294835,0.9541562,0.0009438694,0.0004469308,0.00005466032,0.001071513,0.0002245371,0.000007061192,0.0001470353],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005986609,"threshold_uncertainty_score":0.0293988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04156336206083305,"score_gpt":0.4229263726094653,"score_spread":0.3813630105486323,"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."}}