{"id":"W4286433217","doi":"10.1093/schizbullopen/sgac046","title":"Comparison of Healthcare Utilization Between Telemedicine and Standard Care: A Propensity-Score Matched Cohort Study Among Individuals With Chronic Psychotic Disorders in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Schizophrenia Bulletin Open","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"Women's College Hospital; Ministry of Health","keywords":"Telemedicine; Medicine; Propensity score matching; Health care; Ambulatory care; Ambulatory; Emergency department; Telehealth; Cohort; Population; Retrospective cohort study; Emergency medicine; Medical emergency; Internal medicine; Psychiatry; Environmental health","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":[0.0009548459,0.0003317492,0.0004876862,0.0009990628,0.002005213,0.001012309,0.0009389991,0.0004788912,0.001449158],"category_scores_gemma":[0.002232431,0.0004405529,0.0008882623,0.003234833,0.00080228,0.0003941267,0.0007110321,0.0004599927,0.0001442538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0124463,"about_ca_system_score_gemma":0.0125712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9405038,"about_ca_topic_score_gemma":0.9450054,"domain_scores_codex":[0.9986211,0.0001377956,0.0001309499,0.0003313755,0.0004139323,0.0003648072],"domain_scores_gemma":[0.9980927,0.0001280162,0.0007118554,0.0001658957,0.0005014483,0.000400136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001317844,0.00002500145,0.9987135,0.00001083918,0.00007705896,0.00003865869,0.0001832895,0.00003863212,0.00007427308,0.00002526434,0.0001867838,0.000494869],"study_design_scores_gemma":[0.00003216835,0.00004967734,0.9988715,0.0000101073,0.0000404388,0.00003479974,0.0004073891,0.0002643382,0.00002085179,0.00001570842,0.000246552,0.000006371257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979487,0.0001567099,0.0001122931,0.00006505242,0.000007044419,0.00007063386,0.001280348,0.000003304917,0.0003559534],"genre_scores_gemma":[0.9987657,0.00009550914,0.00009534768,0.0000417843,0.000004281035,0.00003249606,0.0007149682,0.000001717108,0.0002481979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05949622,"threshold_uncertainty_score":0.1196932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04619593737384167,"score_gpt":0.3383571978586351,"score_spread":0.2921612604847935,"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."}}