{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009334912,0.0002744829,0.001151855,0.0002284212,0.0003113974,0.00002694348,0.0002821517,0.00004649966,0.001026831],"category_scores_gemma":[0.00003956856,0.0002383605,0.00002071943,0.0005174049,0.00009815345,0.00006006787,0.0002969544,0.0007230037,5.302794e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230751,"about_ca_system_score_gemma":0.00353806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9675453,"about_ca_topic_score_gemma":0.9973895,"domain_scores_codex":[0.9965739,0.0003206305,0.0009746745,0.0005825187,0.001124584,0.0004237122],"domain_scores_gemma":[0.9986229,0.00008402471,0.0004880086,0.0004141033,0.0001502144,0.000240766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00193012,0.0001819358,0.9832664,0.0002928238,0.0001380146,0.00001864644,0.004602229,0.00002844083,0.00000185579,0.00001176517,0.002644656,0.006883116],"study_design_scores_gemma":[0.01468867,0.006977958,0.9540839,0.0002105886,0.0002718958,0.000009528429,0.01155172,0.000005201872,0.0000221063,0.00001386714,0.01195943,0.0002051229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838536,0.0003960706,0.00001664952,0.005741336,0.0001004819,0.009624328,0.00008403153,0.00002181618,0.000161661],"genre_scores_gemma":[0.9976538,0.00001803132,0.0004264647,0.000259228,0.00004646746,0.000623356,0.0008515132,0.00004250858,0.00007863461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02984425,"threshold_uncertainty_score":0.9998864,"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."}}