{"id":"W4213286841","doi":"10.1093/jcag/gwab049.162","title":"A163 EVALUATING THE ASSOCIATION BETWEEN PERIPHERAL BLOOD EOSINOPHILS AND DRUG RESPONSE IN CROHN’S DISEASE: A PRELIMINARY REPORT","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Crohn's disease; Eosinophil; Immunology; Eosinophilia; Prednisone; Internal medicine; Disease; Drug; Immune system; Population; Asthma; Gastroenterology; Pharmacology","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":[0.002474776,0.0003072892,0.0003226954,0.000889195,0.0003746729,0.0005630868,0.0002993128,0.0003384245,0.001760779],"category_scores_gemma":[0.003752906,0.0001753604,0.0003379562,0.0008076418,0.000274881,0.0003728479,0.000339657,0.0003740675,0.0002899529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003132465,"about_ca_system_score_gemma":0.000540356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007291983,"about_ca_topic_score_gemma":0.009168735,"domain_scores_codex":[0.9993306,0.0002567231,0.0000904383,0.0001009351,0.0001357153,0.00008557677],"domain_scores_gemma":[0.9964203,0.001685175,0.0004279862,0.0002192834,0.0008066875,0.000440641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002111743,0.0001426125,0.9882137,0.00004893663,0.00006424708,0.000364443,0.0001133161,0.00002397288,0.002574439,0.00001030311,0.0001216596,0.006210589],"study_design_scores_gemma":[0.0000729813,0.001634766,0.9960058,0.00001171745,0.00007639043,0.0007040093,0.0001655653,0.0001059257,0.0005448497,0.00001117284,0.0006620982,0.000004753612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973423,0.001180482,0.0002171016,0.00006857319,0.00001133629,0.00009512585,0.0003983726,0.000006085178,0.0006807025],"genre_scores_gemma":[0.9980339,0.0003479449,0.0006165389,0.00004676271,0.00004079214,0.00004234566,0.0005137983,0.000002450362,0.0003554161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007291983,"threshold_uncertainty_score":0.01449907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285666025001599,"score_gpt":0.2722108722203344,"score_spread":0.2593542119703184,"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."}}