{"id":"W3092220682","doi":"10.1007/s10597-020-00725-1","title":"Adults with Severe Psychiatric Symptoms in a Community Partial Hospitalization Program: Characteristics and Predictors of Clinical Response","year":2020,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Psychiatry; Partial hospitalization; Medicine; Public health; Clinical psychology; Psychology; Mental health; Nursing","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":[0.000334741,0.0001931844,0.0003159537,0.0004504177,0.0007197069,0.000747662,0.0002540745,0.0005787599,0.00171633],"category_scores_gemma":[0.002235745,0.0001873126,0.0003833661,0.0006396354,0.0003020073,0.0005946692,0.0005245781,0.0008474648,0.0001784123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004165167,"about_ca_system_score_gemma":0.0006209831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008922728,"about_ca_topic_score_gemma":0.01658087,"domain_scores_codex":[0.9996002,0.0000901917,0.0000485848,0.00004834949,0.00006415109,0.0001485578],"domain_scores_gemma":[0.9985349,0.0002092297,0.0004583296,0.00003180661,0.0001116657,0.0006541173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001195116,0.0001010176,0.9989761,0.000002264778,0.0000123393,0.00006243888,0.00009275345,0.00001608191,0.00007801088,0.000006018881,0.00005103102,0.0004824252],"study_design_scores_gemma":[0.000007632161,0.0001193339,0.9989008,0.000002904786,0.000007065364,0.0001193648,0.0006696925,0.0001009155,0.00002113157,0.0000109662,0.00003786387,0.000002337006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995984,0.00003332094,0.00001111841,0.00005076071,0.000003535414,0.000006702814,0.00005787173,7.930612e-7,0.0002373293],"genre_scores_gemma":[0.9997365,0.00002066067,0.00001219683,0.00003301834,0.000005628649,0.000003738523,0.0001094132,5.127414e-7,0.00007839481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008922728,"threshold_uncertainty_score":0.01774156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05146325113269285,"score_gpt":0.3954363359182818,"score_spread":0.343973084785589,"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."}}