{"id":"W2733170620","doi":"10.1093/geroni/igx004.3746","title":"A GROUP PSYCHOTHERAPY INTERVENTION SUPPORTING DEMENTIA FAMILY CARERS IN MANAGING WORK-LIFE CONFLICTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Sinai Health System; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Dementia; Intervention (counseling); Narrative; Psychology; Demographics; Psychological intervention; Identity (music); Population; Adaptation (eye); Psychotherapist; Nursing; Clinical psychology; Medicine; Psychiatry; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002030184,0.0001346457,0.0002248047,0.0007951504,0.0005275865,0.00007730415,0.0002344409,0.0001150835,0.0001034914],"category_scores_gemma":[0.0001694602,0.0001505109,0.00004008553,0.0007864914,0.00003476557,0.0003667479,0.00004589997,0.0004761533,0.00002407634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001694513,"about_ca_system_score_gemma":0.00006049097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002145507,"about_ca_topic_score_gemma":0.0008019421,"domain_scores_codex":[0.9978086,0.0001576803,0.001093146,0.000292569,0.0001901989,0.0004577808],"domain_scores_gemma":[0.9985387,0.00007503045,0.0008571668,0.000357808,0.0001381369,0.0000331427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007369667,0.00004545965,0.9164878,0.0001396579,0.0000221539,0.00001030494,0.0146498,0.00001209511,0.0007979228,0.004244437,0.001456326,0.0620604],"study_design_scores_gemma":[0.002710038,0.00002090489,0.9738209,0.00147722,0.000008764072,3.426848e-7,0.01262009,0.0001351167,0.00002461434,0.003277135,0.005701466,0.0002034505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844234,0.000238137,0.004457555,0.003304455,0.002272171,0.0004725765,0.000001551424,0.00007034493,0.004759787],"genre_scores_gemma":[0.9981405,0.00004459756,0.0004478909,0.000802868,0.0001838824,0.00009241629,0.0000382077,0.00002584622,0.0002238363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06185695,"threshold_uncertainty_score":0.6137655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07924441569509873,"score_gpt":0.4414405186796035,"score_spread":0.3621961029845048,"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."}}