{"id":"W4318184917","doi":"10.1093/ibd/izac247.114","title":"THE PRECIOUS STUDY: A PROSPECTIVE, OBSERVATIONAL STUDY OF CD8+ BIOMARKER BASED PROGNOSTIC TEST IN NORTH AMERICAN IBD PATIENTS","year":2023,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Internal medicine; Biomarker; Cohort; Prospective cohort study; Crohn's disease; Disease; Cohort study","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":[0.001451663,0.00046035,0.0006153109,0.0005217365,0.0009138632,0.0008563523,0.0006757591,0.0008485678,0.001492269],"category_scores_gemma":[0.002942834,0.0005050537,0.0004121973,0.001106275,0.0006482911,0.0007177322,0.0006692426,0.0007447487,0.0004204557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004609984,"about_ca_system_score_gemma":0.0005377606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004074353,"about_ca_topic_score_gemma":0.004839198,"domain_scores_codex":[0.998394,0.0006199005,0.0001377456,0.0005062406,0.0001890922,0.0001530337],"domain_scores_gemma":[0.9961677,0.0006466031,0.001574273,0.0004968143,0.0003948864,0.0007196729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009206973,0.000234452,0.9965971,0.00004267043,0.0001196551,0.00009289606,0.0001694688,0.00001716809,0.0004269216,0.0000176233,0.0003043494,0.001057124],"study_design_scores_gemma":[0.0001598566,0.001054924,0.9970142,0.00002129653,0.0001465291,0.0003257512,0.0003117727,0.0001684848,0.0001130733,0.00003162769,0.0006399126,0.00001267828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987866,0.0003325093,0.00008560061,0.0000621296,0.000009470908,0.00004390113,0.0004524441,0.000003377005,0.0002237966],"genre_scores_gemma":[0.9985317,0.000102154,0.0001742907,0.0001737989,0.00004956174,0.00009899656,0.0007083354,0.000003270916,0.000157931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9959257,"threshold_uncertainty_score":0.008101285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653448761323226,"score_gpt":0.2609330124863057,"score_spread":0.2443985248730734,"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."}}