{"id":"W2331977763","doi":"10.1097/01.mib.0000456812.48477.81","title":"P-075 YI Systematic Review","year":2014,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Infliximab; Internal medicine; Adverse effect; Ulcerative colitis; Calcineurin; Colectomy; Refractory (planetary science); Rescue therapy; Salvage therapy; Tacrolimus; Confidence interval; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002102308,0.0001946728,0.0006245479,0.00006406304,0.00006285904,0.00002424255,0.000147668,0.0000515276,0.0007142216],"category_scores_gemma":[0.00143445,0.0001603251,0.0001812137,0.0000963467,0.00007305858,0.00008056117,0.00005610973,0.00009637432,0.0008490438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007294507,"about_ca_system_score_gemma":0.0001455968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006865423,"about_ca_topic_score_gemma":0.000005019518,"domain_scores_codex":[0.9984767,0.0001395007,0.0005320753,0.0002581,0.0003274857,0.00026609],"domain_scores_gemma":[0.9984474,0.0001249313,0.0001530822,0.0008191124,0.0001161242,0.000339326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003154202,0.0001020555,0.04245609,0.9260026,0.0001094084,0.0001959046,0.00004471085,3.07706e-7,0.0002123317,0.001864194,0.02879147,0.0001893675],"study_design_scores_gemma":[0.002059593,0.0001841433,0.4002709,0.5641272,0.003839264,0.0002418068,0.00004705685,0.0001316215,0.000170971,0.0005230579,0.02770083,0.0007035778],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6206998,0.3139437,0.0004621001,0.004122624,0.001529813,0.01367326,0.0002112671,0.002101166,0.0432563],"genre_scores_gemma":[0.9749547,0.003628257,0.0001516547,0.01326905,0.0006638166,0.000755836,0.0000908934,0.000102261,0.006383484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3618754,"threshold_uncertainty_score":0.9999289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007597700065267055,"score_gpt":0.2552916051381333,"score_spread":0.2476939050728663,"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."}}