{"id":"W2154994265","doi":"10.1161/circheartfailure.114.001100","title":"Heart Failure With Anemia","year":2014,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Montreal General Hospital; Cegep de Thetford; Institut universitaire de cardiologie et de pneumologie de Québec; Royal Victoria Hospital; Berger (Canada); Montreal Heart Institute","funders":"","keywords":"Medicine; Heart failure; Anemia; Intensive care medicine; Cardiology; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001399563,0.0002089723,0.0003257252,0.00008975995,0.000160212,0.00003608186,0.00004154482,0.0001588173,0.000811108],"category_scores_gemma":[0.00004444879,0.0001612661,0.0001073754,0.0002384226,0.00008933366,0.0001015331,0.00001461014,0.0002205118,0.0006223368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000847488,"about_ca_system_score_gemma":0.00008647325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003631653,"about_ca_topic_score_gemma":0.0000411172,"domain_scores_codex":[0.9987128,0.0000573098,0.0002127704,0.000375264,0.0003511192,0.0002907817],"domain_scores_gemma":[0.9990687,0.00005871417,0.00005163378,0.0004577303,0.0001348956,0.0002282833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008203599,0.0002648981,0.7916944,0.0002683419,0.00007229147,0.00001934594,0.0003090315,0.0003736428,0.02220755,0.001622967,0.1819192,0.001166299],"study_design_scores_gemma":[0.002826,0.0004085243,0.2545277,0.000257225,0.0001281808,0.000700786,0.0002619496,0.0005197021,0.002679882,0.0001162053,0.7372716,0.0003022461],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9018095,0.00009919087,0.001146934,0.09210229,0.0001157643,0.0007482843,0.000004988456,0.0003698698,0.003603172],"genre_scores_gemma":[0.9772195,0.000001240372,0.01982729,0.001714581,0.0003678054,0.00002639267,0.0001068732,0.00003862784,0.0006976363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5553524,"threshold_uncertainty_score":0.8881063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014347642662778,"score_gpt":0.2462378739063764,"score_spread":0.2360943974797486,"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."}}