{"id":"W2911373719","doi":"10.1159/000496739","title":"Unmet Medical Needs in Ulcerative Colitis: An Expert Group Consensus","year":2019,"lang":"en","type":"review","venue":"Digestive Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"Pfizer","keywords":"Medicine; Delphi method; Family medicine; MEDLINE; Ulcerative colitis; Systematic review; Alternative medicine; Cochrane Library; Nominal group; Disease; Internal medicine; Pathology","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":[0.0002032937,0.0006851854,0.001147321,0.0002372468,0.00007258403,0.00005725769,0.0005458638,0.0006380714,0.0001841866],"category_scores_gemma":[0.0008243794,0.0006211317,0.0005240734,0.0002255027,0.0003704169,0.000008565888,0.0002414373,0.0002952186,0.0001164781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159785,"about_ca_system_score_gemma":0.001713747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002996675,"about_ca_topic_score_gemma":0.00008797662,"domain_scores_codex":[0.9967722,0.0007475772,0.0006238836,0.0008581044,0.0004495464,0.0005486403],"domain_scores_gemma":[0.9980366,0.000135256,0.0002519748,0.0007523702,0.0001315194,0.0006922914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002016554,0.002492128,0.007324999,0.01300201,0.001352176,0.006147821,0.0003413472,0.000008845692,0.0000111779,0.003196405,0.01179182,0.9523147],"study_design_scores_gemma":[0.001287129,0.0003063449,0.02571322,0.006726995,0.0005642474,0.00005364478,0.0003459452,0.00001516472,0.00000346219,0.0000308482,0.9635423,0.001410651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005109423,0.990309,0.000006154653,0.00001386389,0.0003468345,0.00135232,0.001792847,0.0000403353,0.00102921],"genre_scores_gemma":[0.002376706,0.9891961,0.00001872488,0.0003987339,0.0005881554,0.0006084953,0.006278779,0.0001257867,0.0004085375],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9517505,"threshold_uncertainty_score":0.999624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02627054476120268,"score_gpt":0.3322146067914951,"score_spread":0.3059440620302924,"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."}}