{"id":"W2796381084","doi":"10.2196/cardio.9153","title":"A Novel Intelligent Two-Way Communication System for Remote Heart Failure Medication Uptitration (the CardioCoach Study): Randomized Controlled Feasibility Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Heart failure; Medicine; Intensive care medicine; Cardiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007302209,0.0002689775,0.001736247,0.000118041,0.0003643342,0.00007714704,0.0001729565,0.0001123104,0.00001637284],"category_scores_gemma":[0.0005554861,0.000161324,0.001024111,0.0002038938,0.000199527,0.00009391649,0.0000641643,0.0001753007,0.00004989538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004181588,"about_ca_system_score_gemma":0.0001344749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002459027,"about_ca_topic_score_gemma":0.0001791123,"domain_scores_codex":[0.9966112,0.001127735,0.000923613,0.0004342911,0.0006334072,0.000269734],"domain_scores_gemma":[0.9970325,0.0006996212,0.0002797693,0.00135303,0.0005121836,0.0001228714],"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":[0.9711366,0.001127361,0.0003529491,0.0001883627,0.004381633,0.000002183111,0.002983387,0.00001987098,0.0009465222,0.001224243,0.01441329,0.003223622],"study_design_scores_gemma":[0.9622151,0.001176848,0.0004043214,0.0001216403,0.002913008,0.00001988292,0.00238344,0.003691368,0.0002478956,0.00004167355,0.02660831,0.0001765418],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3352091,0.0008207041,0.3352741,0.03619611,0.002710939,0.2807984,0.0000345934,0.0009144294,0.008041617],"genre_scores_gemma":[0.9864852,0.000009884277,0.005336991,0.0001604934,0.001163301,0.006203237,0.0001141282,0.00002896064,0.0004978154],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6512761,"threshold_uncertainty_score":0.6578604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04025715792835342,"score_gpt":0.3485882705662904,"score_spread":0.308331112637937,"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."}}