{"id":"W4387357159","doi":"10.1037/prj0000581","title":"A multisite longitudinal evaluation of Canadian clubhouse members: Impact on hospitalizations and community functioning.","year":2023,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Mitacs","keywords":"Psychosocial; Mental health; Community integration; PsycINFO; Medicine; Pandemic; Longitudinal study; Psychology; Gerontology; MEDLINE; Psychiatry; Coronavirus disease 2019 (COVID-19); Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002682424,0.0006116751,0.0004616136,0.001558326,0.00526391,0.001145296,0.001570434,0.0006660389,0.001776429],"category_scores_gemma":[0.005636294,0.0004122368,0.0007404841,0.00240546,0.0007365556,0.0006213535,0.001700812,0.001030975,0.0003044774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02155959,"about_ca_system_score_gemma":0.03429887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9596113,"about_ca_topic_score_gemma":0.983267,"domain_scores_codex":[0.9984637,0.0002566313,0.00008046749,0.0001609315,0.0005885087,0.0004498049],"domain_scores_gemma":[0.9925418,0.0002153963,0.00123745,0.0001974127,0.003534796,0.002273198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00014722,0.0003761988,0.984755,0.00006140387,0.00006027786,0.0001219742,0.001780776,0.0001116738,0.0001662174,0.00002982607,0.001120724,0.01126884],"study_design_scores_gemma":[0.00001119868,0.0001797947,0.9971833,0.00003086917,0.00001527889,0.00003128167,0.001883387,0.0001445546,0.00004443266,0.000009486731,0.0004559839,0.00001032239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947357,0.0003203093,0.0001342502,0.0002222676,0.00001687779,0.0003685785,0.002942431,0.00001106159,0.001248594],"genre_scores_gemma":[0.9948639,0.000329698,0.000649237,0.00008502609,0.00001037377,0.0002413314,0.002865931,0.000004895354,0.0009496238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0403887,"threshold_uncertainty_score":0.1564265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06778861611536002,"score_gpt":0.3418713343705481,"score_spread":0.274082718255188,"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."}}