{"id":"W4210418535","doi":"10.2196/preprints.9153","title":"A Novel Intelligent Two-Way Communication System for Remote Heart Failure Medication Uptitration (the CardioCoach Study): Randomized Controlled Feasibility Trial (Preprint)","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Guideline; Randomized controlled trial; Heart failure; Medicine; Adverse effect; Computer science; Intensive care medicine; Internal medicine","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":[0.002613888,0.00117551,0.002581956,0.0002996617,0.0004454895,0.001145328,0.0006809151,0.001924472,0.007777393],"category_scores_gemma":[0.003004209,0.0005037999,0.001995823,0.0003652453,0.0009855429,0.001279902,0.0006569949,0.002246141,0.0007725246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005367527,"about_ca_system_score_gemma":0.001225312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113243,"about_ca_topic_score_gemma":0.00136829,"domain_scores_codex":[0.9987376,0.0007461242,0.000102495,0.0001873647,0.00008677628,0.0001395458],"domain_scores_gemma":[0.9987715,0.0004430544,0.000316112,0.0001182267,0.00009870778,0.0002524159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9728479,0.01388487,0.0009195795,0.0006813457,0.000902803,0.00001873932,0.00003595231,0.000115825,0.0004833342,0.00008096309,0.000443465,0.00958509],"study_design_scores_gemma":[0.9023912,0.09283257,0.002831511,0.00005524876,0.0009423778,0.00001068654,0.00002899748,0.0003529191,0.0001571166,0.00008328769,0.0003013902,0.00001267282],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9849833,0.00300502,0.000822626,0.0008118117,0.0008108712,0.007340444,0.0006405179,0.00006914233,0.001516269],"genre_scores_gemma":[0.970036,0.002133125,0.003648478,0.001425724,0.001233525,0.01842463,0.0008921759,0.00001837452,0.002188146],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.007777393,"threshold_uncertainty_score":0.02601796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0746252561689044,"score_gpt":0.3804842460596202,"score_spread":0.3058589898907158,"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."}}