{"id":"W4286493271","doi":"10.14309/ajg.0000000000001912","title":"Impact of Endoscopic and Histologic Activity on Disease Relapse in Ulcerative Colitis","year":2022,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Hazard ratio; Internal medicine; Ulcerative colitis; Gastroenterology; Colonoscopy; Confidence interval; Plasmacytosis; Prospective cohort study; Endoscopy; Surgery; Disease; Colorectal cancer; Cancer; Multiple myeloma","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":[0.002241596,0.000368642,0.0007339092,0.000553578,0.0002765286,0.0007625373,0.0004979983,0.0005944978,0.001827812],"category_scores_gemma":[0.006175143,0.0002371308,0.001040558,0.0008306266,0.0002938476,0.0005055001,0.000494922,0.0009577318,0.0002385535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000210936,"about_ca_system_score_gemma":0.0002127388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009718403,"about_ca_topic_score_gemma":0.001113478,"domain_scores_codex":[0.9987147,0.0005625626,0.0001057868,0.000215602,0.0002470817,0.0001542302],"domain_scores_gemma":[0.9913572,0.002354536,0.004524949,0.0004227537,0.000403668,0.0009368822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002014392,0.00004718045,0.994536,0.00003966318,0.00018403,0.00006073611,0.00001674229,0.00003895806,0.0001377084,0.000007217101,0.00003951488,0.002877835],"study_design_scores_gemma":[0.00002255772,0.0003378831,0.9988709,0.0000155093,0.0001402248,0.0002752429,0.00002558178,0.0001539118,0.00004473071,0.00001971626,0.00008970845,0.00000402201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963607,0.002864552,0.0001083627,0.00007129413,0.0000105513,0.000008893414,0.000227952,0.000006703371,0.0003408523],"genre_scores_gemma":[0.9991732,0.0003606722,0.00006867418,0.00002343444,0.00002575827,0.000004781936,0.0002433532,0.000003273204,0.0000968815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002241596,"threshold_uncertainty_score":0.01185483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006377707835535678,"score_gpt":0.2540389630345308,"score_spread":0.2476612551989951,"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."}}