{"id":"W6980495113","doi":"","title":"Characterization of lBD and lBD Diagnostic Codes in the Elderly","year":2014,"lang":"en","type":"other","venue":"Mspace (University of Manitoba)","topic":"Biological Activity of Diterpenoids and Biflavonoids","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ulcerative colitis; Inflammatory bowel disease; Disease; Diagnosis code; Elderly people; Medical diagnosis; Hospital discharge; Colitis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001045724,0.0001748133,0.000235781,0.00213517,0.0002455026,0.0003604355,0.0003343835,0.0002236425,0.0005840003],"category_scores_gemma":[0.007600106,0.0001092231,0.0001838817,0.001192498,0.0001891414,0.0002393381,0.0005501633,0.0002000417,0.0001522284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005531515,"about_ca_system_score_gemma":0.0005597987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02240871,"about_ca_topic_score_gemma":0.02303754,"domain_scores_codex":[0.99918,0.0001896182,0.0001663881,0.00009125615,0.0002386243,0.000134129],"domain_scores_gemma":[0.9956338,0.0006909271,0.002446261,0.0001015571,0.0008169246,0.0003104705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004338911,0.000005945331,0.9975848,0.00001412356,0.000006776022,0.00008816852,0.00009550244,0.00002407809,0.0001630174,0.00001616156,0.0001618212,0.001796066],"study_design_scores_gemma":[0.000004163182,0.00004287787,0.9980583,0.00002885299,0.000008577037,0.0005687602,0.0002689355,0.0003759399,0.0001461929,0.00002607051,0.0004685544,0.000002848231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980071,0.0003448916,0.0003127494,0.00006498089,0.00001180848,0.00002769341,0.0007265583,0.000005064209,0.0004992579],"genre_scores_gemma":[0.9982015,0.0001124612,0.000630972,0.00004951602,0.00001037854,0.00002485796,0.0008689358,0.000001943795,0.00009947108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02240871,"threshold_uncertainty_score":0.0445565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007418798857480247,"score_gpt":0.1836786762170066,"score_spread":0.1762598773595264,"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."}}