{"id":"W2128266947","doi":"10.1111/j.1440-1746.2006.04739.x","title":"Careful patient selection may improve response rates to infliximab in inflammatory bowel disease","year":2006,"lang":"en","type":"article","venue":"Journal of Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infliximab; Medicine; Inflammatory bowel disease; Ulcerative colitis; Internal medicine; Gastroenterology; Crohn's disease; Disease; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00649606,0.0003755938,0.0007618146,0.0004740938,0.000298639,0.0006073638,0.0002126538,0.0005167493,0.002192726],"category_scores_gemma":[0.01453096,0.0001177882,0.000452146,0.0004960282,0.0001995418,0.0005555684,0.0003974195,0.0006307446,0.0006625967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002056773,"about_ca_system_score_gemma":0.0002477886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007794339,"about_ca_topic_score_gemma":0.00012601,"domain_scores_codex":[0.9952918,0.003391312,0.0004932441,0.0002061582,0.0004386383,0.0001789181],"domain_scores_gemma":[0.9895771,0.007026995,0.001913383,0.0005504566,0.0003345743,0.0005974945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01644871,0.002356016,0.4965712,0.0003572462,0.0003491326,0.0008613047,0.0005422988,0.001787274,0.004022278,0.0002358703,0.004902026,0.4715667],"study_design_scores_gemma":[0.003204286,0.03953962,0.9104334,0.0003382116,0.001013022,0.009097111,0.0004231605,0.007933094,0.007436063,0.001034758,0.01944359,0.0001036245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860547,0.005464486,0.003580449,0.001108175,0.0001279246,0.0002412018,0.0001085215,0.0001528391,0.003161801],"genre_scores_gemma":[0.9956926,0.0007725963,0.00215686,0.0004536643,0.0002426276,0.0001506139,0.0002044349,0.00001769324,0.0003089895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00649606,"threshold_uncertainty_score":0.03435487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003013788949398657,"score_gpt":0.2201264111828409,"score_spread":0.2171126222334422,"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."}}