{"id":"W4403524888","doi":"10.1016/j.cjca.2024.10.012","title":"Transfusion in Anemic Patients With Acute Coronary Syndromes: A Population-Based Cohort Study","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Blood transfusion and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; St. Michael's Hospital","funders":"Ministry of Long-Term Care; Canadian Institutes of Health Research; HLS Therapeutics; University of Toronto; Amarin Corporation; Institute for Clinical Evaluative Sciences; Novo Nordisk; Sanofi; Pfizer; World Bank Group; Amgen; Kementerian Kesihatan Malaysia; AstraZeneca; Eli Lilly and Company; Ministry of Health, Ontario","keywords":"Medicine; Acute coronary syndrome; Cohort; Internal medicine; Cohort study; Population; Emergency medicine; Intensive care medicine; Cardiology; Myocardial infarction; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001455692,0.0004602249,0.0005066954,0.0009230245,0.0008084266,0.001096375,0.0006185725,0.0007554013,0.0009392796],"category_scores_gemma":[0.002908282,0.0004855567,0.0007315059,0.002091266,0.0004060531,0.0006911554,0.0005215185,0.001028723,0.0001762894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006487506,"about_ca_system_score_gemma":0.0008410873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0213237,"about_ca_topic_score_gemma":0.02190417,"domain_scores_codex":[0.9991065,0.0002401112,0.0001034503,0.0002216339,0.0001985131,0.0001296815],"domain_scores_gemma":[0.9980518,0.0002184253,0.0009540574,0.0002550005,0.0002213459,0.0002994207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001174491,0.00006052562,0.9989939,0.000006703381,0.0001276233,0.00007646231,0.00006921602,0.00002740678,0.00008393034,0.00001904,0.0001071544,0.0003105178],"study_design_scores_gemma":[0.00004094243,0.0001346113,0.998691,0.000009471031,0.0001255011,0.0002808191,0.0002052382,0.0002701294,0.00001870445,0.0000335541,0.0001819717,0.00000807889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989867,0.0001789784,0.00008189446,0.00006543408,0.00001003851,0.00002277148,0.0004195932,0.000002450227,0.0002321716],"genre_scores_gemma":[0.9991768,0.0001602207,0.00008547844,0.00005764169,0.00001711412,0.00002124697,0.0004107094,0.00000145418,0.00006918507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0213237,"threshold_uncertainty_score":0.04239917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008061198280787144,"score_gpt":0.2331997702884736,"score_spread":0.2251385720076864,"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."}}