{"id":"W2151330334","doi":"10.4088/jcp.14m09128","title":"Determinants of Patient-Rated and Clinician-Rated Illness Severity in Schizophrenia","year":2014,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health","keywords":"Schizophrenia (object-oriented programming); Neurocognitive; Positive and Negative Syndrome Scale; Severity of illness; Global Assessment of Functioning; Psychiatry; Depression (economics); Medicine; Quality of life (healthcare); Anxiety; Illness severity; Clinical psychology; Psychological intervention; Brief Psychiatric Rating Scale; Scale for the Assessment of Negative Symptoms; Psychology; Cognition; Psychosis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002986355,0.00029306,0.0003989222,0.0007190192,0.0002293367,0.0005222437,0.0001771942,0.000395116,0.001411195],"category_scores_gemma":[0.01576263,0.0001880947,0.0003639109,0.0005932118,0.0003400649,0.0004214158,0.0005128493,0.000468472,0.0002351856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003577355,"about_ca_system_score_gemma":0.0003341457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006332,"about_ca_topic_score_gemma":0.001951253,"domain_scores_codex":[0.9973334,0.001423891,0.0003781241,0.0002148776,0.0005312309,0.0001185096],"domain_scores_gemma":[0.9886612,0.004299846,0.005131708,0.0002903526,0.0007694499,0.0008474279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002187098,0.00002221113,0.9976827,0.00001432471,0.00005411548,0.00002088772,0.00009509046,0.00006695339,0.00009678828,0.00000642762,0.00005030158,0.001671433],"study_design_scores_gemma":[0.00001535549,0.0001898764,0.9989836,0.000008557572,0.00001794595,0.0001664311,0.000115667,0.0003733293,0.00004410822,0.00002417662,0.00005531925,0.000005673844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992189,0.0002329259,0.00009544382,0.00004741979,0.000003294437,0.00001242056,0.0001532119,0.000002669696,0.0002335522],"genre_scores_gemma":[0.9996554,0.0000411055,0.00008924009,0.00001095796,0.000005035686,0.000008027006,0.0001605016,9.316913e-7,0.00002881207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002986355,"threshold_uncertainty_score":0.01579356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204870100440938,"score_gpt":0.3864884790697128,"score_spread":0.3544397780653035,"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."}}