{"id":"W4281260025","doi":"10.1080/11038128.2022.2076734","title":"Occupational intervention in mental health hospitals: Study of contextual impact","year":2022,"lang":"en","type":"article","venue":"Scandinavian Journal of Occupational Therapy","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Occupational therapy; Context (archaeology); Intervention (counseling); Psychological intervention; Cognition; Medicine; Schizophrenia (object-oriented programming); Clinical psychology; Psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003125195,0.0004697895,0.000760133,0.001690234,0.00325866,0.003032956,0.001266397,0.0009974802,0.004195068],"category_scores_gemma":[0.02231619,0.0004008491,0.0006900274,0.002618215,0.00272141,0.001320694,0.005335114,0.001080567,0.0002123351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006822569,"about_ca_system_score_gemma":0.008219662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02593553,"about_ca_topic_score_gemma":0.05846309,"domain_scores_codex":[0.989144,0.007311844,0.00040144,0.0006763021,0.0007987953,0.00166772],"domain_scores_gemma":[0.9881116,0.006630261,0.002010147,0.0005320231,0.0008999612,0.001816082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004716512,0.01135221,0.8034272,0.001470658,0.001040042,0.001395784,0.09271929,0.001102253,0.001245676,0.003340025,0.0008597918,0.0773306],"study_design_scores_gemma":[0.0001536773,0.003474885,0.8764275,0.0005160012,0.000403716,0.0001957715,0.1151104,0.0003761002,0.0004562215,0.0007281255,0.002094029,0.00006361852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974912,0.0005672884,0.0001201382,0.0001746266,0.00001375655,0.00008006951,0.00006707531,0.00000465168,0.00148114],"genre_scores_gemma":[0.9995089,0.000167471,0.00008595039,0.00002858854,0.000005662791,0.00004385133,0.00003545748,0.000003367633,0.0001206847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02593553,"threshold_uncertainty_score":0.05156916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1913420149750847,"score_gpt":0.548735833927734,"score_spread":0.3573938189526492,"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."}}