{"id":"W4306250950","doi":"10.1093/eurheartj/ehac544.1094","title":"Use of a remote telemonitoring platform significantly improves medication optimisation in heart failure patients","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Ejection fraction; Heart failure; Ambulatory; Blood pressure; Randomized controlled trial; Physical therapy; Internal medicine; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008079873,0.0002992598,0.0007481931,0.0001438394,0.000141391,0.0003719435,0.0001665759,0.0004015937,0.003028267],"category_scores_gemma":[0.00213928,0.0001146822,0.0006491845,0.000161635,0.000163528,0.0002445359,0.0002531991,0.000471768,0.0001662236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280867,"about_ca_system_score_gemma":0.0002274618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002314824,"about_ca_topic_score_gemma":0.0003409814,"domain_scores_codex":[0.9993537,0.0003829704,0.00005257963,0.00009444974,0.00006567235,0.00005063728],"domain_scores_gemma":[0.9990348,0.0004260335,0.000288054,0.0000563846,0.00003504988,0.0001597709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2897162,0.04328191,0.0796873,0.002195041,0.002000353,0.0002326825,0.0003881093,0.002273734,0.02050675,0.0001025705,0.002548449,0.5570669],"study_design_scores_gemma":[0.1164581,0.4396865,0.4308726,0.0003905224,0.001858833,0.0002992526,0.0001861922,0.003570758,0.003728282,0.0001557657,0.002741064,0.00005211018],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976877,0.001010296,0.0002500105,0.0001138836,0.0000556446,0.000160564,0.00005169398,0.00002638526,0.0006438466],"genre_scores_gemma":[0.9980818,0.0003356587,0.0007923151,0.0001497471,0.00009761156,0.0002563739,0.00006503455,0.000002329654,0.000219155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003028267,"threshold_uncertainty_score":0.01013058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05059063814716815,"score_gpt":0.2834906292145051,"score_spread":0.232899991067337,"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."}}