{"id":"W3019350355","doi":"10.14740/jh626","title":"Management of Iron-Deficiency Anemia on Inpatients and Appropriate Discharge and Follow-Up","year":2020,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Esophagogastroduodenoscopy; Anemia; Iron deficiency; Iron-deficiency anemia; Colonoscopy; Blood transfusion; Population; Pediatrics; Surgery; Internal medicine; Cancer; Colorectal cancer; Endoscopy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005591772,0.0001541873,0.000255191,0.0005054243,0.0006569088,0.0004413316,0.0002415011,0.0003615704,0.001381947],"category_scores_gemma":[0.004439831,0.0001226298,0.0001316017,0.0003963507,0.0003003362,0.0002884513,0.0004216658,0.0005910717,0.0001471554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005361207,"about_ca_system_score_gemma":0.001054671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003056359,"about_ca_topic_score_gemma":0.004450747,"domain_scores_codex":[0.9993505,0.0001826013,0.0001167343,0.00004126128,0.0001582485,0.0001507068],"domain_scores_gemma":[0.9969181,0.0004974569,0.001679397,0.00006336276,0.0003018587,0.0005399215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003870674,0.00006275514,0.9924522,0.00002717382,0.000005523688,0.001475465,0.0001526856,0.00002983461,0.0001619944,0.0000261344,0.0004992211,0.005068215],"study_design_scores_gemma":[0.000005799335,0.0001735335,0.9909194,0.0001420054,0.00001086336,0.00682614,0.0009115161,0.0002174757,0.0002469536,0.00007133172,0.0004695903,0.000005500297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966347,0.0009825128,0.0001491663,0.0005033495,0.00002183864,0.00002397454,0.00009876646,0.000008394389,0.001577331],"genre_scores_gemma":[0.9989232,0.0004503137,0.0001808906,0.0001432636,0.00003420007,0.00001103436,0.0001155867,0.00000183433,0.0001396099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003056359,"threshold_uncertainty_score":0.006077111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327580764030341,"score_gpt":0.2560089996571611,"score_spread":0.2427331920168577,"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."}}