{"id":"W4391231903","doi":"10.1093/ibd/izae020.084","title":"THE COST OF INFLAMMATORY BOWEL DISEASE: A POPULATION-BASED ANALYSIS OF ADMINISTRATIVE DATA","year":2024,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inflammatory bowel disease; Medicine; Population; Disease; Internal medicine; Environmental health","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":[0.002608171,0.0005555308,0.0006745569,0.004702555,0.0005874696,0.001768271,0.001544536,0.0005919176,0.001076627],"category_scores_gemma":[0.01086956,0.0004557367,0.001682883,0.009262135,0.0005215901,0.000619922,0.0009443447,0.001069803,0.000152477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0110188,"about_ca_system_score_gemma":0.006096056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7287543,"about_ca_topic_score_gemma":0.6379386,"domain_scores_codex":[0.997234,0.0009163704,0.0002599725,0.0003781027,0.0008581699,0.0003532899],"domain_scores_gemma":[0.9928138,0.001895573,0.002443337,0.0005449519,0.001723823,0.0005785607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001774421,0.00006699765,0.9950933,0.00003292607,0.0005350676,0.00006900366,0.00004223358,0.001835635,0.00002711091,0.000117487,0.0008251386,0.001177627],"study_design_scores_gemma":[0.0000350183,0.0000507131,0.992093,0.00002613703,0.0001995801,0.0001081267,0.0002091031,0.006682662,0.00002686319,0.00007835215,0.0004748884,0.00001557182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829345,0.0005460312,0.0003429319,0.0002167571,0.00001520893,0.00007495792,0.01512831,0.00001760026,0.0007237277],"genre_scores_gemma":[0.9868492,0.0002288171,0.0005501913,0.00004334045,0.00001861982,0.00003999699,0.01212256,0.000005641994,0.0001417514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7287543,"threshold_uncertainty_score":0.5456862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096567748403883,"score_gpt":0.3000716835419083,"score_spread":0.2791060060578694,"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."}}