{"id":"W2049639226","doi":"10.1186/1471-244x-14-63","title":"Multilevel analysis of the determinants of the global assessment of functioning in an inpatient population","year":2014,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Public Health Ontario; University of Toronto; Sunnybrook Health Science Centre; Centre for Addiction and Mental Health","funders":"","keywords":"Generalizability theory; Global Assessment of Functioning; Multilevel model; Variance (accounting); Population; Medicine; MEDLINE; Clinical psychology; Psychiatry; Psychology; Environmental health; Statistics; Cognition","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":[0.006375515,0.0004323036,0.0006514486,0.001410348,0.0007871298,0.0007531544,0.0007975788,0.0004333226,0.001914762],"category_scores_gemma":[0.01910452,0.0002333211,0.002388726,0.001416208,0.0003843529,0.0004425316,0.001865864,0.001368658,0.0001642143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0013899,"about_ca_system_score_gemma":0.001203848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03018565,"about_ca_topic_score_gemma":0.02980629,"domain_scores_codex":[0.9953246,0.002795496,0.0002559567,0.0005693949,0.0006015867,0.0004530216],"domain_scores_gemma":[0.9887251,0.004819304,0.002857035,0.001694939,0.001185138,0.000718441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001408163,0.00005466467,0.9922435,0.00002092758,0.0007411847,0.00006104941,0.0005138984,0.0005914581,0.0001780337,0.0003571784,0.0004752922,0.004621975],"study_design_scores_gemma":[0.00001666168,0.0001964212,0.9906955,0.00002934237,0.0002250107,0.00007580069,0.0005744007,0.007204754,0.00009622214,0.0006183352,0.0002554675,0.00001214357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947507,0.0001398727,0.003327854,0.0003454305,0.00001292215,0.0000516775,0.0009328472,0.00001752924,0.0004212647],"genre_scores_gemma":[0.9980641,0.00003891221,0.001059666,0.0000299295,0.000007713864,0.0000534383,0.0006504806,0.000005708082,0.0000899573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03018565,"threshold_uncertainty_score":0.06001985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02785607617821398,"score_gpt":0.3607203760805172,"score_spread":0.3328642999023033,"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."}}