{"id":"W4281718193","doi":"10.2196/32147","title":"Home Telemonitoring Technology for Patients With Heart Failure: Cost-Consequence Analysis of a Pilot Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Telehealth; Medicine; Medical emergency; Emergency department; Health care; Telemedicine; Total cost; Population; Public health; Average cost; Cost analysis; Emergency medicine; Cost–benefit analysis; Nursing; Environmental health; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.007828364,0.001397327,0.001349753,0.002378162,0.0006113677,0.001249464,0.0009731288,0.0009764568,0.003928994],"category_scores_gemma":[0.02235284,0.0005207267,0.005652332,0.002290166,0.000669354,0.001231047,0.00147988,0.001176294,0.000283146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005527598,"about_ca_system_score_gemma":0.002700318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009645142,"about_ca_topic_score_gemma":0.006998153,"domain_scores_codex":[0.9944645,0.003907978,0.0003396165,0.0002650555,0.0005711109,0.0004518421],"domain_scores_gemma":[0.9773263,0.01416543,0.003344201,0.001083077,0.002546881,0.001534128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1906845,0.04573417,0.6078492,0.003974766,0.01346222,0.003156076,0.0009813238,0.03313307,0.001840977,0.002080949,0.004647997,0.09245476],"study_design_scores_gemma":[0.03690064,0.2079588,0.6630514,0.0009532967,0.01364704,0.002871832,0.00327699,0.06417643,0.00167996,0.001298483,0.003852811,0.0003322648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947179,0.0006347627,0.0007233396,0.0002258712,0.0000229132,0.001598386,0.001262479,0.00001104874,0.0008034218],"genre_scores_gemma":[0.9967044,0.000357822,0.0008419732,0.0001440277,0.00003076629,0.0008503063,0.000945363,0.000004558336,0.0001207554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009645142,"threshold_uncertainty_score":0.04140085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05525535578686223,"score_gpt":0.395646299498472,"score_spread":0.3403909437116097,"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."}}