{"id":"W2886927554","doi":"10.1161/circoutcomes.113.000119","title":"Global Variation in Quality of Care Among Patients Hospitalized With Acute Heart Failure in an International Trial","year":2013,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Heart failure; Psychological intervention; Clinical trial; Internal medicine; Emergency medicine","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":[0.02099061,0.00036136,0.0008390105,0.001326852,0.000519544,0.001863428,0.0009537289,0.0007075331,0.001249264],"category_scores_gemma":[0.02287187,0.0001967266,0.001508478,0.003614644,0.001264613,0.0009928737,0.001879515,0.0009602463,0.0001105004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042278,"about_ca_system_score_gemma":0.0008443475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003540264,"about_ca_topic_score_gemma":0.003913435,"domain_scores_codex":[0.9842675,0.009986504,0.002002383,0.001912435,0.001148168,0.0006829766],"domain_scores_gemma":[0.9459691,0.009315824,0.03581344,0.003785318,0.002410467,0.002705893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001225137,0.00004355803,0.9955048,0.00004423924,0.0008992151,0.00001852931,0.0001256987,0.000205001,0.00004695324,0.00009582196,0.0002862637,0.001504942],"study_design_scores_gemma":[0.0001382437,0.0002020186,0.9985554,0.00003094707,0.0002002726,0.00003652854,0.000148384,0.000298749,0.00003854795,0.000129528,0.0002120083,0.000009280873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950336,0.001604924,0.0003920605,0.0005240854,0.00003439124,0.00006949845,0.00119794,0.000006088892,0.001137389],"genre_scores_gemma":[0.9987017,0.0001381993,0.0001375331,0.000129087,0.00002771805,0.00005621056,0.0007724668,0.000004514077,0.00003247495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02099061,"threshold_uncertainty_score":0.1110103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345010029770358,"score_gpt":0.3141044570530667,"score_spread":0.2906543567553632,"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."}}