{"id":"W4406090979","doi":"10.58931/cibdt.2024.2335","title":"Management of Anemia in Inflammatory Bowel Disease","year":2024,"lang":"en","type":"article","venue":"Canadian IBD Today","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Inflammatory bowel disease; Anemia; Medicine; Inflammatory Bowel Diseases; Gastroenterology; Disease; Intensive care medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001291707,0.00007600256,0.00009844296,0.0003885596,0.00001560145,0.0000244129,0.00007316723,0.00003794285,0.001172357],"category_scores_gemma":[0.00003761021,0.00007184499,0.00004928319,0.0002120454,0.00003980951,0.00005250502,0.00001905382,0.0001200236,0.0001789877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002901495,"about_ca_system_score_gemma":0.0007501477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01406306,"about_ca_topic_score_gemma":0.02065198,"domain_scores_codex":[0.9991915,0.00001671729,0.0001454755,0.0001717756,0.0001619405,0.0003126135],"domain_scores_gemma":[0.9987474,0.0000287216,0.000008067412,0.0002307678,0.00002225335,0.0009627991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001660961,0.00007292546,0.7925293,0.00694098,0.0001325984,0.04408207,0.000402208,0.00001138521,0.0003772339,0.01650455,0.1084178,0.03036287],"study_design_scores_gemma":[0.0003211523,0.00003233603,0.888465,0.000912867,0.00003307882,0.000004763965,0.00006463462,0.0001149114,0.0001391754,0.0001965507,0.1096312,0.00008435661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636723,0.002656048,0.000002025109,0.003897741,0.000173078,0.0003711201,0.0000837005,0.00002813196,0.02911586],"genre_scores_gemma":[0.9966487,0.0003166867,0.00004400486,0.0002845659,0.0000668061,0.00004878644,0.00003708381,0.0000150399,0.002538313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09593569,"threshold_uncertainty_score":0.9997407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100998020337788,"score_gpt":0.260764606548351,"score_spread":0.2506648045145722,"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."}}