{"id":"W2792677320","doi":"10.1093/jcag/gwy009.142","title":"A142 CLINICAL AND RADIOLOGIC PREDICTORS OF RESPONSE TO ANTI-TNF ALPHA THERAPY IN PATIENTS WITH PERIANAL CROHN’S DISEASE.","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Crohn's disease; Magnetic resonance imaging; Fistula; Abscess; Disease; Retrospective cohort study; Surgery; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005433251,0.0001863508,0.0003450337,0.0008698704,0.0004023625,0.0005445555,0.0001989254,0.0005358161,0.001786413],"category_scores_gemma":[0.002723181,0.0002305001,0.0003662422,0.0009461594,0.0002144561,0.0004876553,0.0003034582,0.0005212,0.0003341505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002527411,"about_ca_system_score_gemma":0.0003422608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001154686,"about_ca_topic_score_gemma":0.001456169,"domain_scores_codex":[0.9996043,0.00008194962,0.0000944718,0.0000597343,0.00008508485,0.00007453022],"domain_scores_gemma":[0.9979008,0.0004706542,0.001057561,0.00005676103,0.0001659005,0.0003482235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001153374,0.0000285372,0.9991154,0.000008253744,0.000008062392,0.00009649812,0.00001413589,0.000009464652,0.00005766262,0.000003256367,0.00003986892,0.0005034099],"study_design_scores_gemma":[0.00001496772,0.0002556858,0.9982805,0.00001069898,0.00001563088,0.0008971479,0.0001144083,0.0001318522,0.00003280809,0.00001123643,0.0002320978,0.000003051075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985292,0.0006928591,0.0000458796,0.00004995652,0.00001184333,0.00001510979,0.0002286552,0.000002134811,0.0004244926],"genre_scores_gemma":[0.9993317,0.0001568923,0.00007576116,0.00003016887,0.00002308087,0.00001368633,0.0002812639,9.262679e-7,0.00008653773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001786413,"threshold_uncertainty_score":0.00597614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066191738972794,"score_gpt":0.2551029664654009,"score_spread":0.2444410490756729,"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."}}