{"id":"W2799411554","doi":"10.1017/cem.2018.198","title":"MP44: TEC4Home heart failure: using home telemonitoring to decrease ED readmissions and clinical flow","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Emergency department; Emergency medicine; Psychological intervention; Heart failure; Physical therapy; Internal medicine; Nursing","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":[0.001187451,0.0003437115,0.0005124608,0.0003352977,0.0004841263,0.0008418807,0.0005677665,0.00120075,0.02687746],"category_scores_gemma":[0.004139529,0.0001475386,0.000886801,0.0002458022,0.0002016645,0.0004983554,0.0008066626,0.00128063,0.002053313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008924392,"about_ca_system_score_gemma":0.002222669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003760793,"about_ca_topic_score_gemma":0.007073257,"domain_scores_codex":[0.9995356,0.000191028,0.00003132928,0.00006296083,0.00007868919,0.000100547],"domain_scores_gemma":[0.9986431,0.0003113368,0.000159593,0.00008481355,0.000148242,0.0006528565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.06073429,0.01403155,0.02187066,0.001080596,0.000743108,0.0001734293,0.0001687581,0.0009555483,0.002427033,0.0006082445,0.08347088,0.8137358],"study_design_scores_gemma":[0.1716523,0.1142006,0.5707032,0.00325002,0.004100601,0.001172419,0.0007929888,0.01641735,0.006444534,0.003293713,0.1076359,0.0003364338],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9097473,0.003862139,0.003181921,0.01541249,0.001658682,0.0023921,0.004977692,0.001534446,0.05723325],"genre_scores_gemma":[0.9640245,0.002227273,0.008233385,0.006223284,0.001428786,0.002570137,0.003321731,0.00009822593,0.01187258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02687746,"threshold_uncertainty_score":0.08991408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1403198293272311,"score_gpt":0.4284992260580991,"score_spread":0.288179396730868,"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."}}