{"id":"W2153610544","doi":"10.1136/gutjnl-2014-306999","title":"Early endoscopic, laboratory and clinical predictors of poor disease course in paediatric ulcerative colitis","year":2014,"lang":"en","type":"article","venue":"Gut","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Hebrew University of Jerusalem","keywords":"Medicine; Internal medicine; Ulcerative colitis; Cohort; Receiver operating characteristic; Erythrocyte sedimentation rate; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008354576,0.000307839,0.0003685327,0.0008182902,0.000210576,0.0005474975,0.0002962654,0.0003687448,0.001227796],"category_scores_gemma":[0.004548309,0.0001819406,0.0002758745,0.0007340792,0.0003277614,0.0004641644,0.000359404,0.0004597424,0.0001766191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002392033,"about_ca_system_score_gemma":0.0003977051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002442819,"about_ca_topic_score_gemma":0.002648865,"domain_scores_codex":[0.9994606,0.0001538813,0.00007381305,0.0001053975,0.0001374726,0.00006868843],"domain_scores_gemma":[0.9960996,0.0008167722,0.002356785,0.00008391742,0.0003242052,0.0003186573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004210597,0.000006176409,0.998309,0.00001280739,0.000008424358,0.00005911885,0.00001360396,0.00003522054,0.00005303763,0.000003152024,0.00003538628,0.001422007],"study_design_scores_gemma":[0.000002647758,0.00005864024,0.99922,0.00001266145,0.0000102669,0.000454946,0.00003298888,0.00008322751,0.00004281424,0.000005013343,0.00007546205,0.000001175005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978318,0.00142024,0.0001353183,0.00005868803,0.000006181981,0.000008366788,0.0002731125,0.000006754452,0.0002595311],"genre_scores_gemma":[0.9987847,0.0005025486,0.000233731,0.00001085937,0.00001156351,0.000007741092,0.0003848191,0.000002065996,0.00006204049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002442819,"threshold_uncertainty_score":0.004857242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00493230256113974,"score_gpt":0.2536681615625825,"score_spread":0.2487358590014428,"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."}}