{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009396348,0.0002255895,0.0003983513,0.0001184202,0.0001683654,0.00003200919,0.0001346563,0.00007314135,0.0002589857],"category_scores_gemma":[0.000005548559,0.0001497592,0.0000900634,0.0008185704,0.00003392184,0.0001394961,0.00005404757,0.0001252447,0.00001492158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008418866,"about_ca_system_score_gemma":0.0005446344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001341195,"about_ca_topic_score_gemma":0.01034073,"domain_scores_codex":[0.9980367,0.0001351902,0.0003626687,0.0004461376,0.0006805841,0.0003387295],"domain_scores_gemma":[0.9987317,0.00003978423,0.0002238368,0.0004078088,0.0003792169,0.0002176938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01116273,0.001195054,0.961607,0.00417381,0.0002655904,0.000002656873,0.001603988,0.000002973216,0.000002407075,0.0000411788,0.0003019265,0.01964069],"study_design_scores_gemma":[0.02007074,0.001767969,0.9694565,0.0001916946,0.0002401831,0.000007308779,0.005457125,0.0001835156,0.0001141099,0.000108086,0.002145724,0.0002570633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824532,0.0132861,0.00002966385,0.002926222,0.0001243899,0.0006389077,0.0001662828,0.00005132769,0.0003239288],"genre_scores_gemma":[0.9931077,0.0005922986,0.003535917,0.0008719913,0.00006426581,0.00003244808,0.00168603,0.00003211501,0.00007726498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01938362,"threshold_uncertainty_score":0.6107002,"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."}}