{"id":"W2795252372","doi":"10.1093/schbul/sby018.1039","title":"S252. HEALTH CARE RESOURCE UTILISATION IS HIGHER IN PATIENTS PRIOR TO DIAGNOSIS WITH SCHIZOPHRENIA THAN NON-SCHIZOPHRENIA COMPARATORS IN A LARGE COMMERCIALLY-INSURED POPULATION IN THE UNITED STATES","year":2018,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Schizophrenia (object-oriented programming); Schizoaffective disorder; Medicine; Psychiatry; Diagnosis of schizophrenia; Population; Psychosis; Health care; Retrospective cohort study; Cohort; Pediatrics; Internal medicine; Environmental health","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":[0.0004323484,0.0001384223,0.0002836918,0.0007681827,0.0004164084,0.0005925386,0.0002481203,0.0004119997,0.008459031],"category_scores_gemma":[0.002190769,0.0001662336,0.0006537965,0.002003058,0.0001365003,0.0004036997,0.0003657556,0.0002863428,0.0008210384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006955478,"about_ca_system_score_gemma":0.0008057899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03507316,"about_ca_topic_score_gemma":0.03527633,"domain_scores_codex":[0.9994341,0.000118582,0.0001261024,0.0001007559,0.0001340069,0.00008648356],"domain_scores_gemma":[0.9985145,0.0001895847,0.0009755814,0.00004148631,0.0001350893,0.0001437793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008887134,0.00002904331,0.9939148,0.00007734829,0.00006098713,0.00008885312,0.00006851809,0.00005524481,0.00009800556,0.00005464234,0.002236929,0.003226718],"study_design_scores_gemma":[0.000007817579,0.00002801783,0.9988102,0.000032941,0.0000155539,0.0001118527,0.0001030304,0.0001353657,0.00002007888,0.00002682391,0.0007048279,0.000003453156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713728,0.001078364,0.00009858079,0.0005541142,0.00004237878,0.00003966255,0.02378237,0.00001861217,0.003013003],"genre_scores_gemma":[0.9895482,0.0003427611,0.0001450672,0.000263109,0.00004527017,0.00004431208,0.009091942,0.000004330142,0.000515042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03507316,"threshold_uncertainty_score":0.06973803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877284442578258,"score_gpt":0.316175573220838,"score_spread":0.2974027287950554,"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."}}