{"id":"W2914860456","doi":"10.3899/jrheum.180833","title":"Dr. Seidman replies","year":2019,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Calprotectin; Inflammatory bowel disease; Spondylarthropathies; Ulcerative colitis; Inflammatory Bowel Diseases; Disease; Biomarker; Gastroenterology; Internal medicine; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001675603,0.0005972204,0.0008630226,0.000651493,0.002478103,0.002006183,0.001356528,0.0149845,0.01242033],"category_scores_gemma":[0.01425741,0.0004866892,0.0006370783,0.0004673103,0.001195278,0.002377924,0.0008518736,0.01696796,0.006478693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00207499,"about_ca_system_score_gemma":0.001911774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006147597,"about_ca_topic_score_gemma":0.00966436,"domain_scores_codex":[0.9989069,0.0002496051,0.0001199459,0.0002363155,0.0003015341,0.000185745],"domain_scores_gemma":[0.9963666,0.001279159,0.0002416943,0.0001321553,0.0009944654,0.0009858117],"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":[0.00003287804,0.00003251996,0.001223205,0.00003861399,0.0000104338,0.004555074,0.0001326143,0.00004415491,0.0001105595,0.001119007,0.9838853,0.008815622],"study_design_scores_gemma":[0.00006337652,0.00009658162,0.00222594,0.0004031417,0.00002635888,0.01948049,0.001058467,0.0003481728,0.0002338173,0.003210282,0.9727696,0.0000837789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008977674,0.002395283,0.0001084389,0.9665506,0.02557922,0.00001434144,0.0000489887,0.00006220648,0.004343051],"genre_scores_gemma":[0.01264424,0.002403562,0.0003812741,0.951891,0.01620906,0.00003077549,0.00004284187,0.0000351029,0.01636211],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0149845,"threshold_uncertainty_score":0.04155016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008568955332138788,"score_gpt":0.2330638160722047,"score_spread":0.224494860740066,"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."}}