{"id":"W4236657131","doi":"10.2196/preprints.9153.a","title":"A Novel Intelligent Two-Way Communication System for Remote Heart Failure Medication Uptitration (the CardioCoach Study): Randomized Controlled Feasibility Trial","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":"Randomized controlled trial; Heart failure; Computer science; Medicine; Cardiology; 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":[0.004818378,0.001692361,0.004677694,0.000600145,0.0007324332,0.00172397,0.001395579,0.004178711,0.01688205],"category_scores_gemma":[0.006718282,0.0008482667,0.003026289,0.0006394077,0.001260514,0.002157809,0.001067942,0.003380239,0.001566752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034996,"about_ca_system_score_gemma":0.002121317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001434079,"about_ca_topic_score_gemma":0.002145038,"domain_scores_codex":[0.9973309,0.001708261,0.0002400815,0.0002941559,0.000222345,0.0002043199],"domain_scores_gemma":[0.9977345,0.00105377,0.0005571569,0.0001490811,0.0001659906,0.0003394431],"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":[0.961724,0.009469789,0.0003492751,0.005855171,0.002040967,0.00004289396,0.00008386384,0.000170941,0.0004178448,0.0003646279,0.001573491,0.01790706],"study_design_scores_gemma":[0.9817384,0.01636762,0.0004124047,0.0002139684,0.000519214,0.000008462042,0.0000196484,0.0001406042,0.00005902663,0.00009042143,0.0004197339,0.00001061905],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8154492,0.03897715,0.005572285,0.007017895,0.007812522,0.1112096,0.003654209,0.0006581853,0.009648953],"genre_scores_gemma":[0.7603385,0.01472219,0.01801008,0.007684497,0.003205623,0.1834696,0.001618576,0.00008653451,0.01086437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01688205,"threshold_uncertainty_score":0.05647612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08243424243638024,"score_gpt":0.3866869811023575,"score_spread":0.3042527386659772,"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."}}