{"id":"W4286384172","doi":"10.2196/36442","title":"The Association Between Telemedicine Use and Changes in Health Care Usage and Outcomes in Patients With Congestive Heart Failure: Retrospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto; Women's College Hospital","funders":"Women's College Hospital; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Telemedicine; Heart failure; Retrospective cohort study; Propensity score matching; Ambulatory; Cohort; Health care; Ambulatory care; Cohort study; Population; Emergency medicine; Telehealth; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001376502,0.0002910192,0.0004332223,0.0008716554,0.0006241436,0.000715029,0.0005999231,0.0005053906,0.001201041],"category_scores_gemma":[0.002727149,0.0004439316,0.0007792365,0.001842195,0.0003305896,0.0004652605,0.0005527979,0.0006532621,0.0001819243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008511381,"about_ca_system_score_gemma":0.0009504755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05324775,"about_ca_topic_score_gemma":0.0550319,"domain_scores_codex":[0.999001,0.0002057402,0.0001316964,0.0003048203,0.0002084276,0.0001483351],"domain_scores_gemma":[0.9966238,0.000448338,0.001620178,0.0005013288,0.000375078,0.0004313751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006784491,0.00001907772,0.9995266,0.000003867159,0.00005239164,0.00002463562,0.00003259537,0.00001127565,0.00004613874,0.000004162223,0.00004207864,0.0001693369],"study_design_scores_gemma":[0.00001212317,0.00007897762,0.9994625,0.000003573813,0.00003948126,0.00009090892,0.00009106511,0.000109309,0.00001632356,0.000004628109,0.00008813278,0.00000296243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984982,0.000128177,0.0001117441,0.00002228698,0.000005212168,0.00003137943,0.001013168,0.000003023934,0.0001867494],"genre_scores_gemma":[0.998869,0.00007506688,0.0001172935,0.00002904086,0.000009122944,0.00002945827,0.0007699405,0.000001661038,0.00009927633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05324775,"threshold_uncertainty_score":0.1058756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331407226355628,"score_gpt":0.3094750117363337,"score_spread":0.2961609394727774,"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."}}