{"id":"W4309738999","doi":"10.3390/jcm11226843","title":"Anemia and Iron Deficiency in Outpatients with Inflammatory Bowel Disease: Ubiquitous Yet Suboptimally Managed","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Anemia; Inflammatory bowel disease; Ulcerative colitis; Iron-deficiency anemia; Iron deficiency; Internal medicine; Anemia of chronic disease; Gastroenterology; Disease; Medical record; Colitis; Pediatrics","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":[0.0006119804,0.0000984405,0.0002483667,0.0004960416,0.0003584162,0.0006175563,0.0002206907,0.0003361713,0.001405506],"category_scores_gemma":[0.004610749,0.0001356806,0.0001227622,0.001184546,0.0002896854,0.000329078,0.0003796693,0.0002844773,0.0001146089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004972528,"about_ca_system_score_gemma":0.0006209452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01318142,"about_ca_topic_score_gemma":0.01510608,"domain_scores_codex":[0.9992291,0.0002659477,0.0001404028,0.0001051935,0.0001387239,0.0001206248],"domain_scores_gemma":[0.9971221,0.0004677383,0.001781343,0.00004752357,0.0002021184,0.0003792338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005028021,0.00001783604,0.9975413,0.00002976337,0.000009536554,0.0001768988,0.0001479891,0.000008139283,0.0000756522,0.000009892756,0.0001566818,0.00177607],"study_design_scores_gemma":[0.000007062761,0.00005664212,0.9981054,0.00004595688,0.000011699,0.0007028879,0.0006914197,0.0000631833,0.00002248204,0.00001626066,0.0002746914,0.000002195887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977392,0.001108854,0.0000378176,0.0002428214,0.00001020729,0.000008036727,0.0002004506,0.00000178435,0.0006507934],"genre_scores_gemma":[0.9991715,0.0004523078,0.00006768834,0.00005660024,0.0000152682,0.00000526532,0.0001721648,8.080123e-7,0.00005834899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01318142,"threshold_uncertainty_score":0.02620941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055248967562619,"score_gpt":0.3283097773884928,"score_spread":0.3077572877128666,"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."}}