{"id":"W2945166370","doi":"10.1093/ibd/izz102","title":"Health Care Indicators of Moderate to Severe IBD and Subsequent IBD-Related Disability: A Longitudinal Study","year":2019,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Inflammatory bowel disease; Health care; Longitudinal study; Disease; Population; Physical therapy; Gerontology; Pediatrics; Family medicine; Internal medicine; Environmental health; Pathology","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":[0.001451671,0.0002078113,0.0002378912,0.0006667167,0.0008909352,0.0008265691,0.0003984949,0.0004517813,0.0009444904],"category_scores_gemma":[0.002293951,0.0003499667,0.0004969559,0.00131382,0.0002735323,0.0007013488,0.0007041701,0.001351135,0.000176188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006956136,"about_ca_system_score_gemma":0.001147267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04086906,"about_ca_topic_score_gemma":0.06178616,"domain_scores_codex":[0.9993794,0.0002026966,0.00004733518,0.00010903,0.0001032823,0.0001582096],"domain_scores_gemma":[0.998298,0.0001377061,0.0007664503,0.0001139036,0.0002667746,0.0004172093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002056039,0.00003478646,0.9994879,0.000002805606,0.00002526773,0.00001459693,0.00007286165,0.000008003915,0.00002002723,0.00001020794,0.00006367567,0.0002392402],"study_design_scores_gemma":[0.000005461583,0.00007039806,0.9991348,0.00001291667,0.00002390037,0.00007506381,0.000323428,0.00008725552,0.00001212515,0.00001983982,0.0002316436,0.000003286265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983303,0.0003037761,0.0001059212,0.0001736191,0.000009219753,0.00001734943,0.0007138746,0.000002081919,0.0003439484],"genre_scores_gemma":[0.9987733,0.0001863892,0.0001376351,0.00008576869,0.00001053529,0.00002264799,0.0006435426,0.0000011625,0.0001391006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04086906,"threshold_uncertainty_score":0.08126235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007721108320161485,"score_gpt":0.256816795682526,"score_spread":0.2490956873623645,"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."}}