{"id":"W2599496750","doi":"10.1200/jco.2017.35.4_suppl.188","title":"Iron deficiency anemia in gastric cancer: A single site retrospective cohort study.","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Interquartile range; Cancer; Internal medicine; Anemia; Retrospective cohort study; Gastroenterology; Ferritin; Iron-deficiency anemia; Population; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009751446,0.0003984168,0.0005702907,0.001020032,0.0009907259,0.0009215676,0.0004911873,0.0005010969,0.002108336],"category_scores_gemma":[0.001219074,0.0009981646,0.0007152641,0.001920181,0.0003471919,0.0006295278,0.0006037034,0.0005966022,0.0006394464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000844442,"about_ca_system_score_gemma":0.001182102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02596169,"about_ca_topic_score_gemma":0.04879702,"domain_scores_codex":[0.999356,0.0001086403,0.00009618706,0.0001999708,0.0001262361,0.0001129572],"domain_scores_gemma":[0.9990387,0.0001139024,0.0003443423,0.0001436323,0.0001654993,0.0001940099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006724987,0.00004000407,0.9988795,0.0000183065,0.00004579731,0.0001687707,0.0001332311,0.000009018345,0.00009646411,0.000008255622,0.0001511237,0.0003822893],"study_design_scores_gemma":[0.00003447026,0.0002911327,0.9968389,0.00002967037,0.0001009731,0.001156127,0.0008264462,0.0001515451,0.00003961756,0.00001295765,0.0005087705,0.000009397153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997843,0.00029878,0.0001100875,0.00003333902,0.00000847876,0.00007459,0.001244574,0.000004572578,0.0003825679],"genre_scores_gemma":[0.9978265,0.0002696264,0.0002311808,0.00009426558,0.00001393521,0.00008746447,0.00119898,0.000004452758,0.0002735989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02596169,"threshold_uncertainty_score":0.05162114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07435782336433361,"score_gpt":0.4512602635385647,"score_spread":0.3769024401742311,"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."}}