{"id":"W3107232394","doi":"10.1111/codi.15467","title":"Iron deficiency in colorectal cancer patients: a cohort study on prevalence and associations","year":2020,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Novo Nordisk Fonden; University of Toronto; Syddansk Universitet; Region Syddanmark","keywords":"Medicine; Colorectal cancer; Cohort; Cancer; Iron deficiency; Cohort study; Internal medicine; Oncology; Anemia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008101382,0.0001485303,0.0002311663,0.00006516871,0.00007747039,0.00001791289,0.00006711427,0.0000400274,0.0000985798],"category_scores_gemma":[0.0006688859,0.0001348637,0.00004486574,0.0002982549,0.0000632765,0.00008139735,0.0000496922,0.0001406467,0.00002472865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008681232,"about_ca_system_score_gemma":0.0001483252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005359705,"about_ca_topic_score_gemma":0.00004707578,"domain_scores_codex":[0.998767,0.00008021513,0.0002013083,0.0003898856,0.0003358153,0.0002257366],"domain_scores_gemma":[0.9993863,0.00005101979,0.00005979042,0.00008052163,0.00005965718,0.0003626984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000854086,0.001735603,0.9952239,0.0001031616,0.000005725664,0.00001942674,0.001274569,0.00001295113,0.0001075923,0.00003466395,0.000273665,0.0003546878],"study_design_scores_gemma":[0.002663137,0.0008868732,0.9956937,0.0000232337,0.00021079,9.015801e-8,0.000245256,0.00009401602,0.00002231005,0.00001008232,0.00001252079,0.0001379944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957883,0.0005809041,9.367776e-7,0.0004306922,0.00009741548,0.00182745,0.0001721195,0.0000491569,0.001052963],"genre_scores_gemma":[0.9987785,0.00008635269,0.000004739019,0.0007054656,0.00004293508,0.0002934219,0.00004336953,0.00001591801,0.00002932073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002990115,"threshold_uncertainty_score":0.5499584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118535743415917,"score_gpt":0.2703873790739766,"score_spread":0.2592020216398174,"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."}}