{"id":"W308681601","doi":"10.1097/mib.0000000000000350","title":"Systematic Review","year":2015,"lang":"en","type":"review","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Infliximab; Ulcerative colitis; Adverse effect; Internal medicine; Colectomy; Calcineurin; Refractory (planetary science); Rescue therapy; Tacrolimus; Confidence interval; Salvage therapy; Surgery; Chemotherapy; Disease; Transplantation","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007095194,0.001242432,0.002983772,0.0001959982,0.0001378727,0.0001041871,0.001333585,0.0005850935,0.0001135356],"category_scores_gemma":[0.001367416,0.001033714,0.001954713,0.0001923228,0.0002120123,0.00001689499,0.0005139293,0.0003077529,0.001683115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000169656,"about_ca_system_score_gemma":0.002322475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.462037e-7,"about_ca_topic_score_gemma":0.000003563239,"domain_scores_codex":[0.9943846,0.001105267,0.001940643,0.001108735,0.0007592521,0.0007014703],"domain_scores_gemma":[0.9947627,0.00005236357,0.001211988,0.002630483,0.0003933228,0.0009491149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001969888,0.00007212628,0.00001596637,0.9538792,0.0006860202,0.0007873998,0.000003603842,7.979375e-7,2.376458e-7,0.00005333117,0.04067538,0.003806259],"study_design_scores_gemma":[0.0001730032,0.00002435337,0.00001927108,0.4018627,0.006749099,0.00007051665,0.00000532673,6.379872e-7,1.574954e-7,0.00001678848,0.5902154,0.0008627219],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008556635,0.992643,0.000005481562,0.00000592838,0.0004527391,0.005003187,0.0007917696,0.000165259,0.0009240566],"genre_scores_gemma":[0.000001546864,0.9919017,0.00001559869,0.0004665182,0.0007378756,0.002619163,0.002207736,0.0002742995,0.001775569],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5520164,"threshold_uncertainty_score":0.9992113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01776017428212117,"score_gpt":0.2934992133633431,"score_spread":0.2757390390812219,"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."}}