{"id":"W4403059073","doi":"10.58931/crt.2024.1146","title":"What the Rheumatologist Needs to Know about IBD Treatment","year":2024,"lang":"en","type":"article","venue":"Canadian rheumatology today.","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Need to know; Medicine; Family medicine; Computer science","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":[0.001665443,0.0005673438,0.001776072,0.001306985,0.002129896,0.002923883,0.001013874,0.006907599,0.03510464],"category_scores_gemma":[0.01303256,0.0003292641,0.001150801,0.0007049305,0.000907657,0.003274948,0.0009262061,0.00712327,0.01129438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002227037,"about_ca_system_score_gemma":0.005672833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01476077,"about_ca_topic_score_gemma":0.03115332,"domain_scores_codex":[0.997812,0.0005115571,0.0003107578,0.0001637548,0.000884852,0.0003170017],"domain_scores_gemma":[0.9896576,0.00208783,0.0005564268,0.000288139,0.003611788,0.003798201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001102281,0.0001932546,0.003036688,0.001375043,0.00006390436,0.001812113,0.0001798627,0.00008163926,0.0003073526,0.0009141921,0.6757073,0.3162184],"study_design_scores_gemma":[0.0001202251,0.0001131596,0.006460713,0.006956033,0.00008350384,0.008480106,0.001031052,0.00007324082,0.00009299984,0.002901399,0.9736204,0.00006711649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001705879,0.2524062,0.001071916,0.6750532,0.02985598,0.0001048778,0.000344658,0.0003549166,0.03910231],"genre_scores_gemma":[0.02545292,0.3550788,0.006487479,0.4898422,0.08289214,0.000256844,0.001014678,0.0001442883,0.03883059],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03510464,"threshold_uncertainty_score":0.1174367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006941839045560811,"score_gpt":0.2389547360843745,"score_spread":0.2320128970388136,"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."}}