{"id":"W3044725855","doi":"10.1016/j.hpb.2020.04.584","title":"Unrecognized anemia after Whipple - should we learn from gastric bypass?","year":2020,"lang":"en","type":"article","venue":"HPB","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Gastroenterology; Mean corpuscular volume; Anemia; Malabsorption; Internal medicine; Hemoglobin; Surgery; Population; Hematocrit","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":[0.0007515763,0.0005375925,0.0007187627,0.0007926456,0.0008710045,0.001069441,0.0009104039,0.005132562,0.00288027],"category_scores_gemma":[0.006913208,0.0002785561,0.0006305595,0.0003879784,0.001389566,0.003274917,0.0005558772,0.005952107,0.001059957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007389167,"about_ca_system_score_gemma":0.0009306056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001583115,"about_ca_topic_score_gemma":0.002086658,"domain_scores_codex":[0.9996002,0.00007068588,0.00006361229,0.00006651942,0.00008699887,0.0001119827],"domain_scores_gemma":[0.9983708,0.0006424798,0.0002511908,0.0001160574,0.0002073616,0.0004121106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0006393884,0.0005930304,0.1980444,0.0005471094,0.0002147852,0.5680841,0.0005455029,0.0003713081,0.002444927,0.004911141,0.06188433,0.16172],"study_design_scores_gemma":[0.0002485932,0.0005486637,0.1074032,0.002968308,0.0003479462,0.804522,0.003671789,0.001113927,0.001461746,0.02439859,0.05315253,0.0001627648],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3085921,0.1276281,0.0057078,0.4974616,0.02283476,0.000124442,0.0002633056,0.0004430965,0.03694487],"genre_scores_gemma":[0.7649214,0.05846426,0.003588452,0.09980477,0.06692586,0.0000439931,0.0003006681,0.0001067084,0.005843901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005132562,"threshold_uncertainty_score":0.009635508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04501771179086651,"score_gpt":0.2797698884177931,"score_spread":0.2347521766269266,"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."}}