{"id":"W4210533609","doi":"10.2196/preprints.15753","title":"A Mobile Phone–Based Telemonitoring Program for Heart Failure Patients After an Incidence of Acute Decompensation (Medly-AID): Protocol for a Randomized Controlled Trial (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Decompensation; Medicine; Randomized controlled trial; Heart failure; Incidence (geometry); Emergency medicine; Medical emergency; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03097884,0.006062433,0.01029157,0.002146865,0.002951601,0.004443631,0.003092187,0.007858632,0.09566487],"category_scores_gemma":[0.02826163,0.003256286,0.006721744,0.002668973,0.00287396,0.003885685,0.001929336,0.007820165,0.01434857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004657413,"about_ca_system_score_gemma":0.01423016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003270316,"about_ca_topic_score_gemma":0.005259218,"domain_scores_codex":[0.9827412,0.01112334,0.001827093,0.001360616,0.00143609,0.001511729],"domain_scores_gemma":[0.989159,0.003252662,0.002391807,0.001521774,0.002213108,0.001461582],"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":[0.9001285,0.01068422,0.0005357331,0.0240614,0.003351725,0.0002064387,0.0003016699,0.001546683,0.001640275,0.003394149,0.03267683,0.02147239],"study_design_scores_gemma":[0.9659056,0.01110252,0.0008716809,0.002165535,0.0008035257,0.00003448012,0.00006811202,0.001111834,0.0004168565,0.001366889,0.01608533,0.00006777812],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001582145,0.000219001,0.0008124429,0.0002607941,0.0004620258,0.9945658,0.001448585,0.00009780115,0.0005513247],"genre_scores_gemma":[0.001452896,0.0001011177,0.001194834,0.0002186164,0.00006553396,0.9964494,0.0001706463,0.000005461765,0.0003416354],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09566487,"threshold_uncertainty_score":0.3200309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530017134531341,"score_gpt":0.3494037714458096,"score_spread":0.3341036001004962,"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."}}