{"id":"W4225390791","doi":"10.1096/fasebj.2022.36.s1.0r588","title":"Demystifying Cardiac Iron Deficiency in End‐stage Heart Failure","year":2022,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Cardiology; Medicine; Heart failure; Internal medicine; Stage (stratigraphy); Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003726794,0.0002682252,0.0002836529,0.0007283106,0.0001845799,0.0002096201,0.000176881,0.0002183946,0.0004955463],"category_scores_gemma":[0.0003761938,0.00004957691,0.00009074414,0.0002609586,0.0002388146,0.0001434393,0.0002660526,0.0001893269,0.00007366654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001197311,"about_ca_system_score_gemma":0.0001578301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005376898,"about_ca_topic_score_gemma":0.0007294954,"domain_scores_codex":[0.9999326,0.00001829296,0.000009105891,0.00001520143,0.00001257293,0.00001229748],"domain_scores_gemma":[0.9997951,0.00003245946,0.00007409586,0.000007321101,0.00002719919,0.0000637503],"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":[0.0008341176,0.00006947796,0.970147,0.0001135089,0.00002311811,0.001690272,0.0001271972,0.00009221413,0.009140878,0.0001321872,0.0002763148,0.01735371],"study_design_scores_gemma":[0.00001191205,0.0002739933,0.9950353,0.00002673992,0.00001827494,0.00319504,0.0001215309,0.0002038743,0.000499667,0.0001708762,0.0004394402,0.000003312007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995749,0.002828488,0.0004108988,0.00008526893,0.00001209826,0.00001820501,0.00009663386,0.000007282549,0.0007921245],"genre_scores_gemma":[0.9986738,0.0006672043,0.0003267468,0.0000328601,0.00003514357,0.00000722393,0.0001495771,9.832148e-7,0.0001065855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007283106,"threshold_uncertainty_score":0.001970947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071180481540233,"score_gpt":0.2669091792008322,"score_spread":0.2461973743854299,"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."}}