{"id":"W4313443740","doi":"10.1016/j.acvdsp.2022.10.073","title":"Benefits of interventional telemonitoring in patients with chronic heart failure","year":2022,"lang":"en","type":"article","venue":"Archives of Cardiovascular Diseases Supplements","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Air Liquide (Canada)","funders":"","keywords":"Medicine; Heart failure; Logistic regression; Internal medicine; Emergency medicine; Cardiology","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":[0.0007662296,0.0002468671,0.000599705,0.000347528,0.0004130512,0.0006782389,0.0001614302,0.0006722462,0.003249428],"category_scores_gemma":[0.006581096,0.0001000454,0.0007406168,0.0004527753,0.0001719492,0.0006249701,0.0003810566,0.000811112,0.000143965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002952075,"about_ca_system_score_gemma":0.0004043333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008162254,"about_ca_topic_score_gemma":0.001629988,"domain_scores_codex":[0.999529,0.0002347161,0.00004891313,0.00004871472,0.00007367548,0.00006496965],"domain_scores_gemma":[0.996552,0.002228668,0.0005470534,0.0001196017,0.0001796188,0.0003729922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03259867,0.005514258,0.5834669,0.0009035192,0.001503091,0.0006845498,0.0004221391,0.001198045,0.002229208,0.0006533206,0.003043201,0.3677831],"study_design_scores_gemma":[0.001215427,0.005825695,0.9857351,0.0002433402,0.001523103,0.000429489,0.0003853201,0.001345232,0.0003986839,0.0009699344,0.001903599,0.00002501524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776983,0.008705946,0.0003400021,0.00286292,0.0002476825,0.0000430698,0.0003020643,0.00002544516,0.009774698],"genre_scores_gemma":[0.9973974,0.001209635,0.000267224,0.0003653045,0.0003984977,0.00001809928,0.0001144664,0.000002089067,0.0002272473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003249428,"threshold_uncertainty_score":0.01087046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006264226867013887,"score_gpt":0.2227436118959517,"score_spread":0.2164793850289378,"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."}}