{"id":"W4224058848","doi":"10.2196/32492","title":"Telehealth-Based Psychoeducation for Caregivers: The Family Intervention in Recent-Onset Schizophrenia Treatment Study","year":2022,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychoeducation; Telehealth; Schizophrenia (object-oriented programming); Medicine; Psychiatry; Bipolar disorder; Caregiver burden; Intervention (counseling); Randomized controlled trial; Antipsychotic; Clinical psychology; Telemedicine; Health care; Disease; Dementia; Cognition; Internal medicine","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":[0.001726062,0.0003968327,0.0008471729,0.0002759342,0.0007706096,0.0004022784,0.0003589585,0.0006284458,0.002471122],"category_scores_gemma":[0.002682123,0.0002683625,0.001295369,0.0004167469,0.0002539038,0.0004776016,0.000656927,0.000968206,0.0001670701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062931,"about_ca_system_score_gemma":0.002473957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008155076,"about_ca_topic_score_gemma":0.01239774,"domain_scores_codex":[0.9993467,0.0004011524,0.00005326382,0.00005736673,0.00006181175,0.00007966618],"domain_scores_gemma":[0.9990349,0.0001527577,0.000279092,0.00005962892,0.00006793121,0.0004058323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.376787,0.08908542,0.22549,0.005643058,0.006890099,0.0006729537,0.003881472,0.001789186,0.003405909,0.0007612075,0.01153091,0.2740628],"study_design_scores_gemma":[0.2758688,0.101737,0.6031498,0.001897704,0.004356483,0.0004128418,0.002163825,0.001735528,0.0006114125,0.0006595845,0.007300169,0.0001069372],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995272,0.001831167,0.0001312108,0.0006043965,0.0000810828,0.0009466468,0.0005334907,0.00000798292,0.0005921349],"genre_scores_gemma":[0.992289,0.002267314,0.0008703508,0.0004769509,0.00009256949,0.00295045,0.0004560969,0.000002739862,0.000594391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008155076,"threshold_uncertainty_score":0.01621521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04613184814874745,"score_gpt":0.4059054376650045,"score_spread":0.359773589516257,"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."}}