{"id":"W169832666","doi":"","title":"Abstract 3170: Acute Heart Failure: What Doesn’t Get Admitted May Come Back To Haunt You","year":2006,"lang":"en","type":"article","venue":"Circulation","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Emergency department; Spironolactone; Population; Medical prescription; Cohort; Emergency medicine; 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":[0.0004120336,0.0001394018,0.0002061048,0.0003234541,0.0005903336,0.0008262494,0.000304921,0.0006861698,0.01055939],"category_scores_gemma":[0.002129455,0.00009342276,0.0001265117,0.0006606917,0.0005572511,0.0004617495,0.0002920024,0.0005490127,0.001314219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006354301,"about_ca_system_score_gemma":0.0009946645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02156603,"about_ca_topic_score_gemma":0.03911278,"domain_scores_codex":[0.9997261,0.00006062927,0.00002744188,0.00003374389,0.00008783504,0.00006426313],"domain_scores_gemma":[0.9987693,0.0001403813,0.0005965334,0.00003476583,0.0001588988,0.0003000452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008425868,0.00006546039,0.973742,0.00006383677,0.00002395962,0.0003953228,0.00017664,0.00003300231,0.0001079365,0.000128418,0.01342196,0.01175721],"study_design_scores_gemma":[0.00001877319,0.00006129236,0.9958132,0.00007628547,0.00002113522,0.0006304271,0.0005054715,0.00007391141,0.00002939631,0.0001764267,0.002588982,0.000004717263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9555361,0.001415088,0.0002258963,0.02621057,0.0002778834,0.00006082706,0.003202797,0.00003333064,0.01303757],"genre_scores_gemma":[0.9886231,0.001086903,0.0001770083,0.004192527,0.0006939158,0.00002122165,0.001426927,0.000006313127,0.003772154],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02156603,"threshold_uncertainty_score":0.04288101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600325552121134,"score_gpt":0.2711497094383936,"score_spread":0.2551464539171822,"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."}}