{"id":"W4399582145","doi":"10.4103/wsp.wsp_72_23","title":"Families – Privileged Partners and Living Resources in Social and Mental Health Care","year":2024,"lang":"en","type":"article","venue":"World Social Psychiatry","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Mental health; Mental health care; Psychology; Sociology; Social care; Gerontology; Nursing; Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000338856,0.0002317277,0.0003093901,0.0003067377,0.0006503884,0.0001423045,0.0001290165,0.0001282411,0.00007176981],"category_scores_gemma":[0.000006909797,0.0002539159,0.00007718748,0.0004790205,0.0003205608,0.0001029049,0.0001239959,0.0004246553,0.0000139581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002028106,"about_ca_system_score_gemma":0.00009078806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005800579,"about_ca_topic_score_gemma":0.00837437,"domain_scores_codex":[0.9981651,0.0003032869,0.0003097765,0.000534084,0.000219053,0.0004687381],"domain_scores_gemma":[0.9996254,0.0001022942,0.00006806944,0.0001094188,0.00001043645,0.00008431161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004877619,0.00009519183,0.2641843,0.0005308192,0.0001035888,0.00001061063,0.4817315,1.723012e-7,0.00001927255,0.03563767,0.1978458,0.01979234],"study_design_scores_gemma":[0.0006674079,0.00007058212,0.6317593,0.0004133053,0.00002060134,0.000008272534,0.2850524,0.000005356968,7.014275e-7,0.0007615709,0.08081368,0.0004268144],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337536,0.02134294,0.000002221174,0.009975842,0.004928436,0.0003502676,0.00005899504,0.0002102247,0.02937744],"genre_scores_gemma":[0.9957407,0.00006607908,0.0001345592,0.001289834,0.001177661,0.00004821738,0.00001580111,0.0000551331,0.00147198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3675751,"threshold_uncertainty_score":0.9999913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749855260213968,"score_gpt":0.352653805417958,"score_spread":0.3351552528158184,"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."}}