{"id":"W3161511432","doi":"10.14740/cr1253","title":"Patient-Reported Experiences in Outpatient Telehealth Heart Failure Management","year":2021,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; University of British Columbia","funders":"","keywords":"Telehealth; Medicine; Social distance; Telemedicine; Phone; Interpersonal communication; Health care; Ambulatory care; Quality (philosophy); Medical emergency; Nursing; Family medicine; Coronavirus disease 2019 (COVID-19); Disease; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000929792,0.0001530197,0.0005668498,0.0003989034,0.0001345442,0.00002123113,0.00007741442,0.0001397321,0.0002181718],"category_scores_gemma":[0.0001656536,0.0001287643,0.0001257429,0.0007956826,0.0002823048,0.00005208916,0.0002656111,0.0004576386,0.0001583673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002647645,"about_ca_system_score_gemma":0.000216136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006013138,"about_ca_topic_score_gemma":0.00005567159,"domain_scores_codex":[0.9969984,0.0005872595,0.0003943616,0.0006110392,0.0006202708,0.0007887118],"domain_scores_gemma":[0.9987351,0.0001065243,0.00002937027,0.0006293291,0.0002706435,0.0002290228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002988768,0.0007137057,0.7180503,0.0003251781,0.0006493076,0.01655899,0.006064976,0.0000262913,0.0005762281,0.001160402,0.2380068,0.01756896],"study_design_scores_gemma":[0.002737772,0.001313899,0.155669,0.0001746977,0.0000622291,0.0005046118,0.06960718,0.00001922615,0.00190076,0.0001150513,0.7676787,0.0002168599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702924,0.0008311149,0.00002739492,0.01504995,0.0002344015,0.001192883,0.000001326307,0.00005382329,0.01231674],"genre_scores_gemma":[0.9941576,0.0001785036,0.00210171,0.0004592127,0.0001009175,0.0007751049,0.00005558902,0.00001744416,0.002153969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5623813,"threshold_uncertainty_score":0.5250856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06981075150015376,"score_gpt":0.3819511638262682,"score_spread":0.3121404123261144,"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."}}