{"id":"W4323353308","doi":"10.1093/jcag/gwac036.205","title":"A205 EVALUATING THE ASSOCIATION BETWEEN PERIPHERAL BLOOD EOSINOPHILS AND DRUG RESPONSE IN CROHN'S DISEASE: CONTINUING ANALYSIS","year":2023,"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; Prednisone; Internal medicine; Eosinophil; Immunology; Drug; Eosinophilia; Crohn's disease; Cohort; Disease; Gastroenterology; Population; 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":[0.003363891,0.0002405635,0.0004123584,0.00108469,0.0003676582,0.0004799276,0.0003519959,0.0002357147,0.002179501],"category_scores_gemma":[0.004826732,0.0001264944,0.0007448168,0.001400723,0.0001698799,0.0004083456,0.0004433302,0.0002852181,0.0002862326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003168036,"about_ca_system_score_gemma":0.0006240544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006079481,"about_ca_topic_score_gemma":0.006655895,"domain_scores_codex":[0.9986907,0.0005554837,0.0001689897,0.0002097941,0.000228448,0.0001466933],"domain_scores_gemma":[0.9955227,0.001739559,0.0008855877,0.0004743727,0.0009260279,0.0004518091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006144804,0.00003120281,0.9954665,0.00002492468,0.000101788,0.0000410915,0.00003167992,0.00001763465,0.0002895098,0.000007070794,0.00008205829,0.003292033],"study_design_scores_gemma":[0.00003017855,0.0004098601,0.9985052,0.000008606859,0.0001187187,0.00009849502,0.00008123791,0.0001131976,0.0001429803,0.000008487348,0.0004810608,0.000002076129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972875,0.0009056081,0.0002091673,0.00003793023,0.00000523723,0.00005984965,0.000962735,0.000005929055,0.0005260234],"genre_scores_gemma":[0.9981667,0.0001935057,0.0002976203,0.00002836025,0.00001250911,0.00004364877,0.0009452032,0.000002797225,0.0003096604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006079481,"threshold_uncertainty_score":0.0177902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227568731897887,"score_gpt":0.2796120023237896,"score_spread":0.2673363150048108,"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."}}