{"id":"W2557218808","doi":"10.1016/j.cjca.2015.07.683","title":"HEART FAILURE OPTIMIZATION","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Medicine; Community hospital; Heart failure; Emergency department; Emergency medicine; Hospital admission; Medical emergency; Population; Hospital discharge; Intensive care medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004180881,0.0005669665,0.0006053633,0.0003133538,0.0002578623,0.000947373,0.0004968659,0.0003982546,0.01934296],"category_scores_gemma":[0.001117157,0.0001426481,0.0004150251,0.0002107936,0.0001370976,0.0004616683,0.0007311309,0.0006732454,0.002487185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003458727,"about_ca_system_score_gemma":0.0009398848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237028,"about_ca_topic_score_gemma":0.001246909,"domain_scores_codex":[0.9997028,0.00007465594,0.00001037777,0.00007159352,0.00007477478,0.00006586566],"domain_scores_gemma":[0.9998072,0.00006852614,0.00001427923,0.00002829616,0.00005017559,0.00003155696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006324805,0.0005492042,0.005041209,0.0002250357,0.0001588791,0.0003175949,0.00007987038,0.3602174,0.007239416,0.05229824,0.08523548,0.4880052],"study_design_scores_gemma":[0.0001802345,0.0003550197,0.003179004,0.00008421487,0.00009467125,0.0003067813,0.00007519456,0.8999114,0.004018565,0.03961547,0.05215653,0.00002297264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"editorial","genre_scores_codex":[0.0927152,0.003160619,0.5613909,0.006741175,0.001160201,0.0007366272,0.002522116,0.002531899,0.3290412],"genre_scores_gemma":[0.839104,0.001084699,0.09589859,0.001231517,0.0006195814,0.0003117711,0.001722993,0.0004246947,0.05960221],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01934296,"threshold_uncertainty_score":0.06470865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02186166433334458,"score_gpt":0.2599671615259572,"score_spread":0.2381054971926126,"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."}}