{"id":"W2126030948","doi":"10.1053/j.gastro.2014.01.040","title":"Combination Therapy With Methotrexate in Inflammatory Bowel Disease: Time to COMMIT?","year":2014,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Inflammatory bowel disease; Methotrexate; Medicine; Commit; Disease; Gastroenterology; Internal medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003112089,0.0001861048,0.0001409631,0.00010533,0.00004052142,0.00001739794,0.0002258557,0.00007222011,0.00007731182],"category_scores_gemma":[0.00004769403,0.0001725957,0.00005059905,0.00004127322,0.00008465132,0.000006338778,0.00008629166,0.00008806036,0.0001504741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002021005,"about_ca_system_score_gemma":0.00003345219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002547216,"about_ca_topic_score_gemma":0.0000677881,"domain_scores_codex":[0.998578,0.0003797201,0.0002032194,0.0003593084,0.0001140272,0.0003656973],"domain_scores_gemma":[0.9992114,0.00001011006,0.00007299946,0.0004311292,0.00006381309,0.0002104879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006955476,0.0002147229,0.963385,0.00001944752,0.00005485818,0.00007092729,0.00004716677,0.001296913,0.02494649,0.0001368139,0.001974566,0.0008975767],"study_design_scores_gemma":[0.002728217,0.0008166341,0.9869853,0.00001338514,0.000008973865,0.000006739464,0.000004659987,0.0004254554,0.0004839473,0.00005882565,0.008332632,0.0001352589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973828,0.00001674263,0.001203448,0.0006125658,0.00005191244,0.0003322395,0.000011366,0.00002390999,0.0003650472],"genre_scores_gemma":[0.9961913,0.000007513537,0.0004054751,0.002647174,0.00008205357,0.0001075914,0.0001142516,0.00003317767,0.0004114396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02446255,"threshold_uncertainty_score":0.703825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003968284041548987,"score_gpt":0.2107598133752176,"score_spread":0.2067915293336686,"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."}}