{"id":"W4220866387","doi":"10.3389/frhs.2022.848072","title":"Health Care Expenditures Among Individuals With Chronic Psychotic Disorders in Ontario: An Analysis Over Time","year":2022,"lang":"en","type":"article","venue":"Frontiers in Health Services","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Per capita; Medicine; Health care; Medical prescription; Mental health; Public health; Psychiatry; Population; Inpatient care; Ambulatory care; Gerontology; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000508352,0.0003441564,0.0004538476,0.002004497,0.001154961,0.001105695,0.0008717614,0.0004217146,0.002024012],"category_scores_gemma":[0.002879628,0.0004239258,0.001417285,0.007263435,0.0003838761,0.000577142,0.001056346,0.0005390964,0.000252268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02898686,"about_ca_system_score_gemma":0.01865003,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.98562,"about_ca_topic_score_gemma":0.9878272,"domain_scores_codex":[0.9991952,0.00006058257,0.0000964233,0.00009288808,0.0002800893,0.0002749111],"domain_scores_gemma":[0.9973285,0.000147788,0.001194438,0.00008783665,0.0007495408,0.0004918558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001235649,0.00002366467,0.9932861,0.0001001727,0.0001651127,0.0001201222,0.0006351636,0.0004424798,0.0001121811,0.0001244791,0.00186113,0.003005848],"study_design_scores_gemma":[0.000005363306,0.00001123355,0.9981021,0.00002924884,0.0000317734,0.00002835428,0.0003922684,0.0002944084,0.00001164102,0.00001395528,0.001073915,0.000005659315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654791,0.001015776,0.000148824,0.0007924858,0.00001382638,0.00007888678,0.02963626,0.0000142634,0.002820455],"genre_scores_gemma":[0.9824545,0.001258645,0.000211875,0.0001325099,0.00001839585,0.00008119626,0.01404768,0.000009193458,0.001786054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02898686,"threshold_uncertainty_score":0.2103153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006313103715456018,"score_gpt":0.2893514491850205,"score_spread":0.2830383454695645,"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."}}