{"id":"W2761753158","doi":"10.1093/annonc/mdx369.036","title":"Iron deficiency anemia in gastric cancer: A Canadian single site retrospective cohort study","year":2017,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Interquartile range; Transferrin saturation; Anemia; Internal medicine; Cancer; Retrospective cohort study; Gastroenterology; Iron-deficiency anemia; Chemotherapy regimen; Population; Surgery; Cohort; Iron deficiency","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":[0.001323,0.001329252,0.001369205,0.002711163,0.006006157,0.002613289,0.002842984,0.001511388,0.003587287],"category_scores_gemma":[0.003013707,0.001791691,0.001830634,0.009062844,0.001271513,0.001068154,0.001576372,0.00181675,0.0005538089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0245045,"about_ca_system_score_gemma":0.03283052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9817876,"about_ca_topic_score_gemma":0.9892145,"domain_scores_codex":[0.9981849,0.000125024,0.0001217283,0.0004899154,0.0003609961,0.0007174726],"domain_scores_gemma":[0.9963142,0.0001630075,0.0006341814,0.0002862318,0.001724124,0.0008781342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001648469,0.00005716283,0.9948652,0.000048101,0.0002666508,0.0004138217,0.0006169468,0.00006463605,0.0002277864,0.0001396002,0.00180239,0.001332814],"study_design_scores_gemma":[0.00006523819,0.00006207026,0.9944223,0.00007638559,0.0003282878,0.0006615298,0.002025816,0.0003098358,0.00004692647,0.0000683736,0.001882851,0.00005039712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881204,0.001629196,0.0002791892,0.000559149,0.00005268025,0.0001382902,0.00714101,0.00002323711,0.002056906],"genre_scores_gemma":[0.9929445,0.001319352,0.0005979204,0.0003904894,0.0000327883,0.00007945259,0.003564379,0.00002289199,0.001048091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0245045,"threshold_uncertainty_score":0.1777934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04626053035324151,"score_gpt":0.3661080629680213,"score_spread":0.3198475326147798,"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."}}