{"id":"W1979434114","doi":"10.1053/j.gastro.2009.06.061","title":"Colectomy Rate Comparison After Treatment of Ulcerative Colitis With Placebo or Infliximab","year":2009,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":472,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Center for Research Resources; National Institutes of Health","keywords":"Infliximab; Medicine; Ulcerative colitis; Colectomy; Placebo; Internal medicine; Surgery; Gastroenterology; Adverse effect","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":[0.00005311723,0.0002060018,0.0002857813,0.00004643781,0.0000330953,0.000009377613,0.0000860513,0.00008559525,0.00008606806],"category_scores_gemma":[0.00001076127,0.00015485,0.00006917249,0.00003502746,0.0001427212,0.000004232954,0.00002127492,0.0000412764,0.000008447055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003551469,"about_ca_system_score_gemma":0.0000792922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004531373,"about_ca_topic_score_gemma":0.001170492,"domain_scores_codex":[0.9988495,0.0001973341,0.0002466186,0.0002980944,0.00007051358,0.0003380021],"domain_scores_gemma":[0.9993867,0.000008061949,0.0001261056,0.0002839523,0.00009009876,0.0001050572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3167543,0.001460513,0.651951,0.00003326596,0.0005174949,0.0007812469,0.000610152,0.0004942173,0.02399303,0.0000465148,0.002069965,0.001288315],"study_design_scores_gemma":[0.008552868,0.01409624,0.9612052,0.00001312595,0.00007191947,0.00006322711,0.00006809062,0.0000796383,0.01276702,0.000009661468,0.002943544,0.0001294898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984068,0.00002593344,0.0006071689,0.0001606122,0.00004458963,0.0004170499,0.0000751488,0.00001243151,0.0002502412],"genre_scores_gemma":[0.998259,0.00001686194,0.0005152723,0.0006127337,0.00007874934,0.0001175814,0.00008325768,0.00001423099,0.0003023199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3092542,"threshold_uncertainty_score":0.6314598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007398442670065346,"score_gpt":0.2482348109487311,"score_spread":0.2408363682786657,"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."}}