{"id":"W2979329333","doi":"10.1016/j.suc.2019.08.004","title":"Elective Abdominal Surgery for Inflammatory Bowel Disease","year":2019,"lang":"en","type":"review","venue":"Surgical Clinics of North America","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Joseph Brant Hospital","funders":"","keywords":"Medicine; Ulcerative colitis; Inflammatory bowel disease; Surgery; Abdominal surgery; Elective surgery; Disease; Anastomosis; General surgery; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0004655658,0.000682903,0.001964581,0.0001680058,0.00007897448,0.00002042758,0.0005634016,0.0004181458,0.00004322313],"category_scores_gemma":[0.001081903,0.0006207082,0.003106594,0.0001822941,0.0003868085,0.000007701608,0.0002473205,0.0003517511,0.0001036371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004354426,"about_ca_system_score_gemma":0.002619961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001621066,"about_ca_topic_score_gemma":0.00000559591,"domain_scores_codex":[0.996068,0.000385259,0.001583332,0.001002082,0.0003430271,0.0006183197],"domain_scores_gemma":[0.9956521,0.0009402687,0.001406752,0.001119221,0.0003560348,0.0005256105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002314521,0.0003164394,0.00860603,0.02296771,0.0007673276,0.0003358101,0.000004487167,0.00003555718,1.511544e-7,0.00002066783,0.004271207,0.9603601],"study_design_scores_gemma":[0.000441673,0.0001484506,0.002394082,0.0009269164,0.0009811558,0.000007317197,0.000002524229,0.00002302838,3.856184e-7,0.00001432419,0.9943633,0.0006968615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004338451,0.9910367,0.0001253634,0.000008472917,0.0005973957,0.001859847,0.001809094,0.00002844391,0.0001962735],"genre_scores_gemma":[0.0003662524,0.9940136,0.0001350834,0.00008497124,0.0008019091,0.0004195998,0.003569087,0.0001472677,0.0004622119],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9900921,"threshold_uncertainty_score":0.9996244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787112584050456,"score_gpt":0.3281854444227358,"score_spread":0.3003143185822312,"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."}}