{"id":"W170578991","doi":"10.1161/circ.124.suppl_21.a9185","title":"Abstract 9185: Is Suboptimal Adherence to Weight Monitoring and/or Weight-Based Diuretic Self-Adjustment Associated with Heart Failure-Related Emergency Department Visits or Hospitalizations?","year":2011,"lang":"en","type":"article","venue":"Circulation","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Medicine; Emergency department; Diuretic; Heart failure; Emergency medicine; Internal medicine; Intensive care medicine; Medical emergency; Cardiology; 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":[0.00505394,0.0004956165,0.0007775086,0.0008582,0.0004966006,0.001260564,0.001138784,0.001946919,0.004079302],"category_scores_gemma":[0.0112326,0.000459042,0.001305875,0.001061374,0.0008199688,0.0007112202,0.0004537027,0.001153118,0.0003600804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002100833,"about_ca_system_score_gemma":0.0002917136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001864633,"about_ca_topic_score_gemma":0.001163938,"domain_scores_codex":[0.9958956,0.002132002,0.0004592663,0.000926608,0.0003462468,0.0002403506],"domain_scores_gemma":[0.9900227,0.004183163,0.00409326,0.0007956015,0.0003761183,0.0005290914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004064187,0.0002067008,0.9910409,0.0001096246,0.0009013775,0.0001822639,0.00007207073,0.00005660172,0.000481465,0.00009622375,0.0004679506,0.002320618],"study_design_scores_gemma":[0.0003658121,0.00100611,0.9944844,0.00005234694,0.001222659,0.0006033971,0.0001183164,0.001355621,0.0002127878,0.0002308631,0.0003367249,0.00001100229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965023,0.001096678,0.0005200897,0.0004662654,0.00008008914,0.00004223493,0.0005861674,0.00001253577,0.0006936857],"genre_scores_gemma":[0.9988586,0.00009706913,0.0003107474,0.0001167375,0.0001286632,0.0000372778,0.0002592347,0.000004910822,0.0001866896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00505394,"threshold_uncertainty_score":0.02672809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969906984352766,"score_gpt":0.2908844941969518,"score_spread":0.2611854243534241,"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."}}