{"id":"W3186763723","doi":"10.1176/appi.ps.202000554","title":"Utilization of Health Care Services by Patients With Cluster B Personality Disorders or Schizophrenia","year":2021,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Personality disorders; Psychiatry; Population; Schizophrenia (object-oriented programming); Personality; Medicine; Health care; Mental health; Cluster (spacecraft); Comorbidity; Psychology; Environmental health","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":[0.0004527226,0.0001612685,0.0002306617,0.0007079051,0.0006778005,0.0005360637,0.0002943472,0.0002409721,0.002579068],"category_scores_gemma":[0.001709181,0.0001380361,0.0003878586,0.001210723,0.0002477664,0.0002746898,0.000499878,0.0003814559,0.0001808499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002975151,"about_ca_system_score_gemma":0.0028784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3942793,"about_ca_topic_score_gemma":0.5470377,"domain_scores_codex":[0.9993472,0.0001100352,0.00007679128,0.00009159475,0.0001438149,0.0002306386],"domain_scores_gemma":[0.9989085,0.00009559168,0.0005451813,0.00003426969,0.0001722251,0.0002442847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004143719,0.00002181039,0.9977897,0.00001355808,0.00003872809,0.00003115616,0.00008564044,0.00003204768,0.00004886337,0.00001771529,0.0003354805,0.001543816],"study_design_scores_gemma":[0.000006996627,0.00002600088,0.9993466,0.00001566528,0.0000116359,0.00006832508,0.0002553203,0.00007848247,0.00001707775,0.000008523787,0.0001628522,0.000002570314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965029,0.0002260656,0.00003068243,0.0001220519,0.000005936454,0.00002804767,0.0017874,0.000003538307,0.001293364],"genre_scores_gemma":[0.9985636,0.000131587,0.00004978156,0.0000790809,0.000006853074,0.00001550846,0.0009779428,0.000001053859,0.0001745413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3942793,"threshold_uncertainty_score":0.7839686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176275011247736,"score_gpt":0.2920238478865662,"score_spread":0.2802610977740888,"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."}}