{"id":"W4391163091","doi":"10.1093/ecco-jcc/jjad212.0507","title":"P377 Proportion of IBD patients with suboptimal control in daily clinical practice – real-world evidence from the IBD Podcast study","year":2024,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Real world evidence; Medicine; Control (management); Clinical Practice; Internal medicine; Physical therapy; Computer science; Artificial intelligence","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":[0.005614089,0.0003014625,0.00103617,0.00175818,0.0003415944,0.001891047,0.001041904,0.000901165,0.00276902],"category_scores_gemma":[0.0288223,0.0003653731,0.001472521,0.004217448,0.000625122,0.001135171,0.001167087,0.0006808608,0.000240843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006549862,"about_ca_system_score_gemma":0.0006021983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006656331,"about_ca_topic_score_gemma":0.004876012,"domain_scores_codex":[0.990726,0.004949712,0.001605409,0.001150078,0.001266252,0.0003025206],"domain_scores_gemma":[0.9586183,0.01562529,0.02045864,0.001604136,0.002264811,0.001428778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001176549,0.00006317707,0.9906578,0.0009151139,0.001770287,0.00005750276,0.000144606,0.00007827776,0.00001571582,0.00005433939,0.0008246306,0.004241983],"study_design_scores_gemma":[0.0004087664,0.0003292233,0.9953927,0.0005133842,0.00118491,0.0002105147,0.0004483869,0.0004155248,0.00001806945,0.00006688129,0.000995046,0.00001649304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709058,0.02031823,0.0002712421,0.000615311,0.0000789285,0.0000973277,0.005822946,0.000008159491,0.001881949],"genre_scores_gemma":[0.9963298,0.001603625,0.0001181475,0.0001349987,0.0000621904,0.00003891074,0.001660435,0.000002477676,0.00004928531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006656331,"threshold_uncertainty_score":0.0296905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414229324886233,"score_gpt":0.3112107214142514,"score_spread":0.297068428165389,"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."}}