{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004001179,0.0009220084,0.001667658,0.0008603566,0.004785889,0.004799502,0.001620185,0.05306015,0.01074036],"category_scores_gemma":[0.01835351,0.0006485207,0.001677389,0.0006914703,0.005984626,0.006420345,0.004341904,0.05380494,0.004998014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003857386,"about_ca_system_score_gemma":0.003813775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001698786,"about_ca_topic_score_gemma":0.005119835,"domain_scores_codex":[0.9946803,0.001687322,0.0006762051,0.0006780119,0.001408524,0.000869512],"domain_scores_gemma":[0.9901355,0.004690619,0.000530579,0.0004721462,0.001007748,0.003163376],"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":[0.0000551326,0.00005436348,0.0004727618,0.00009682525,0.00001940848,0.003219205,0.000094214,0.00007682537,0.0002228985,0.00641856,0.9703668,0.01890304],"study_design_scores_gemma":[0.0001646088,0.0001532378,0.001029113,0.0008320438,0.00003629941,0.008026274,0.0004366809,0.0004496154,0.0001505488,0.02927721,0.9593605,0.00008387335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003039069,0.004212771,0.0001908403,0.9506382,0.03986396,0.00001075245,0.0000145698,0.00002406576,0.004741051],"genre_scores_gemma":[0.002731932,0.001777923,0.0003078989,0.9001966,0.09066803,0.00002636227,0.00001206563,0.00001383414,0.004265409],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05306015,"threshold_uncertainty_score":0.0359301,"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."}}