{"id":"W3012078553","doi":"10.1016/j.dld.2020.02.005","title":"A further “stri(v)de” in IBD management","year":2020,"lang":"en","type":"letter","venue":"Digestive and Liver Disease","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Disease; Gastroenterology; Therapeutic effect; Internal medicine; Crohn's disease; Clinical endpoint; Therapeutic approach; Clinical trial; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004798405,0.0003159091,0.0001732577,0.00007571802,0.0000426184,0.00004167021,0.0001949812,0.0002253562,0.00005990747],"category_scores_gemma":[0.0000323047,0.0003286795,0.0001223693,0.00005722102,0.0001182115,0.000004572751,0.0002136878,0.0003410199,0.000059341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003371136,"about_ca_system_score_gemma":0.0001238866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001342897,"about_ca_topic_score_gemma":0.000005898485,"domain_scores_codex":[0.9985679,0.0001308628,0.0001638829,0.0006195023,0.0001604294,0.0003573926],"domain_scores_gemma":[0.9993125,0.00001026329,0.00006711532,0.0003180756,0.00003162699,0.0002604724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008173808,0.00009809991,0.05678414,0.000846239,0.000254904,0.05068684,0.0002018998,0.00001300818,0.00009891261,0.00005470358,0.8885381,0.001605753],"study_design_scores_gemma":[0.0007296443,0.00004365714,0.4312813,0.0001071136,0.0001900616,0.000003730326,0.00003853268,0.00003885743,0.00001890205,0.0001395764,0.5669191,0.0004895568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5645754,0.01417801,0.0002456028,0.3992239,0.000556195,0.004042107,0.002667839,0.0001664136,0.01434455],"genre_scores_gemma":[0.3243152,0.001350106,0.0001093667,0.6648531,0.002386177,0.0003000858,0.002268337,0.0001285435,0.00428914],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3744971,"threshold_uncertainty_score":0.9999166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00757255406572523,"score_gpt":0.2117993485573496,"score_spread":0.2042267944916244,"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."}}