{"id":"W4285416783","doi":"10.2196/preprints.32147","title":"Home Telemonitoring Technology for Patients With Heart Failure: Cost-Consequence Analysis of a Pilot Study (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Telehealth; Medicine; Medical emergency; Population; Health care; Emergency department; Public health; Total cost; Emergency medicine; Telemedicine; Environmental health; Nursing; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.006550851,0.0009802595,0.001039119,0.001454721,0.0004166335,0.001022018,0.000729397,0.0008165003,0.004322311],"category_scores_gemma":[0.0195211,0.0004225175,0.005203273,0.0016534,0.0004704092,0.001003643,0.001017937,0.0009438,0.0003245506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003720538,"about_ca_system_score_gemma":0.002090583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008907906,"about_ca_topic_score_gemma":0.006804086,"domain_scores_codex":[0.996204,0.002750131,0.0002623907,0.0001813451,0.0003253565,0.0002768603],"domain_scores_gemma":[0.9835619,0.01099764,0.002177309,0.0007657252,0.001525473,0.0009719012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2517605,0.04455999,0.5358131,0.004636496,0.01300942,0.003114824,0.0009276273,0.02902292,0.002245821,0.001752663,0.008027731,0.1051289],"study_design_scores_gemma":[0.05112358,0.2170213,0.6668658,0.0008468747,0.01274426,0.002078626,0.002909305,0.0393944,0.002042572,0.000931409,0.003736308,0.0003054887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949515,0.0005530351,0.0005358419,0.0002685308,0.00003099707,0.001339636,0.001619823,0.00001066443,0.0006900639],"genre_scores_gemma":[0.9958691,0.0003953324,0.0009523964,0.0002107963,0.00004795011,0.0009474198,0.001363156,0.000004863659,0.0002089539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008907906,"threshold_uncertainty_score":0.0346446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03421092082986394,"score_gpt":0.320199180797255,"score_spread":0.285988259967391,"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."}}