{"id":"W1964596209","doi":"10.1016/j.ahj.2009.05.021","title":"Pulmonary artery catheterization in patients with acute coronary syndromes","year":2009,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Canadian Heart Research Centre","funders":"","keywords":"Medicine; Odds ratio; Acute coronary syndrome; Internal medicine; Medical record; Emergency medicine; Myocardial infarction","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000861021,0.0001107423,0.0002639537,0.0001415179,0.00006235534,0.00001705154,0.00004430854,0.00002392556,0.00002259952],"category_scores_gemma":[0.000005400434,0.00008320886,0.00004875463,0.0002151224,0.00005979912,0.0001073012,0.0000043937,0.0002586123,0.00001007448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009189607,"about_ca_system_score_gemma":0.00007768508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001376057,"about_ca_topic_score_gemma":1.834398e-7,"domain_scores_codex":[0.999148,0.00004817139,0.0001942297,0.0001312097,0.0002467343,0.0002316734],"domain_scores_gemma":[0.9995674,0.00001548423,0.000076912,0.0001369214,0.00005214251,0.0001511506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004547985,0.0003262662,0.9327105,0.000001907425,0.00004555046,0.0005186349,0.0001116485,0.000009839569,0.001002131,0.000001823933,0.00003947242,0.06477738],"study_design_scores_gemma":[0.0007827307,0.002585955,0.9933764,0.00009937073,0.00002303279,0.002647378,0.00003833366,0.0001178413,0.00003802679,0.00003717656,0.0001573992,0.00009631217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984643,0.00002190912,0.0001403553,0.0008984208,0.00009661682,0.0001193121,0.000002027063,0.00002465992,0.0002323365],"genre_scores_gemma":[0.9977819,0.00006647013,0.001159413,0.0007679569,0.0001066589,0.000002004394,0.00001240036,0.00001512326,0.00008809769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06468107,"threshold_uncertainty_score":0.3393159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008708127342273025,"score_gpt":0.2654305075851583,"score_spread":0.2567223802428853,"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."}}