{"id":"W2046794276","doi":"10.1016/j.ahj.2007.10.014","title":"Association between bleeding, blood transfusion, and costs among patients with non–ST-segment elevation acute coronary syndromes","year":2007,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Blood transfusion and management","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Blood transfusion; Internal medicine; ST segment; Major bleeding; Surgery; Cardiology; 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":[0.0006044442,0.000171535,0.0003734746,0.0002134753,0.0002285475,0.00004250076,0.00004861233,0.00005504262,0.00009268144],"category_scores_gemma":[0.00001755332,0.0001366987,0.00007129984,0.0003019328,0.00007671825,0.000178029,0.00001677973,0.0003634676,0.000004813912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002293314,"about_ca_system_score_gemma":0.0000459687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001892633,"about_ca_topic_score_gemma":0.00006053921,"domain_scores_codex":[0.9982951,0.0000406887,0.0003750822,0.0002212421,0.0007025201,0.0003654036],"domain_scores_gemma":[0.9990363,0.0000769819,0.0002271498,0.0001074045,0.0002102592,0.0003419058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001554225,0.0002554314,0.9712394,0.00001213792,0.0008632965,0.00005357663,0.0002476666,5.361925e-7,0.0004944977,0.000002121477,0.001269314,0.02540657],"study_design_scores_gemma":[0.003645067,0.002301062,0.9900209,0.0001545536,0.001452158,0.000136472,0.0003134703,0.000005548793,0.0003689245,0.00000317815,0.001445635,0.000153017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952118,0.00002770217,0.001917512,0.00192905,0.0001018707,0.000539063,0.00001145208,0.00003572205,0.0002258145],"genre_scores_gemma":[0.9963299,0.0004824475,0.001782395,0.000870244,0.0001289721,0.000006227931,0.00003202992,0.00002639375,0.0003413568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02525356,"threshold_uncertainty_score":0.5574413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007550107096826564,"score_gpt":0.2497631347475505,"score_spread":0.242213027650724,"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."}}