{"id":"W2020365795","doi":"10.1111/j.1527-5299.2006.05336.x","title":"Prevalence and Clinical Implications of Anemia in Congestive Heart Failure Patients Followed at a Specialized","year":2006,"lang":"en","type":"article","venue":"Congestive Heart Failure","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Anemia; Heart failure; Hemoglobin; Emergency department; Internal medicine; Intensive care medicine; Pediatrics; 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":[0.0008800363,0.0001123134,0.000272809,0.0007617318,0.00039984,0.0005028093,0.0002051794,0.0004510896,0.0008146298],"category_scores_gemma":[0.005759788,0.0001390788,0.0001628092,0.0005969689,0.0003704092,0.0004034875,0.0003969704,0.0005101373,0.00006901065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002527613,"about_ca_system_score_gemma":0.0003625932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00193432,"about_ca_topic_score_gemma":0.002975721,"domain_scores_codex":[0.9993216,0.0003350234,0.0000639745,0.00007416177,0.0000998623,0.0001053985],"domain_scores_gemma":[0.9964044,0.001328152,0.00136732,0.00008491413,0.0002503785,0.0005648315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005359069,0.00003072255,0.9988819,0.000003889493,0.000008017942,0.00007305187,0.00003883806,0.00001113069,0.00006676749,0.000008986593,0.00002332205,0.0007997945],"study_design_scores_gemma":[0.000006443359,0.0001337356,0.9990895,0.000004425483,0.00001202745,0.0004237588,0.0001524958,0.000102975,0.00002399811,0.00001800258,0.0000301106,0.000002497386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994438,0.0001907811,0.00003107304,0.0000690522,0.000002401909,0.000002916431,0.00003426759,9.662185e-7,0.0002248225],"genre_scores_gemma":[0.999813,0.0000554884,0.00003315921,0.00002206724,0.00001109363,0.000002137426,0.00004307373,2.780426e-7,0.00001968189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00193432,"threshold_uncertainty_score":0.004654109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595894165155625,"score_gpt":0.304857398861514,"score_spread":0.2888984572099578,"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."}}