{"id":"W4307086469","doi":"10.1007/s12094-022-02934-4","title":"Discontinuation of mechanical bowel preparation in advanced ovarian cancer surgery: an enhanced recovery after surgery (ERAS) initiative","year":2022,"lang":"en","type":"article","venue":"Clinical & Translational Oncology","topic":"Surgical site infection prevention","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Surgery; Discontinuation; Anastomosis; Colorectal cancer; Incidence (geometry); Ovarian cancer; Context (archaeology); Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006636412,0.0002530649,0.0003918178,0.0005737779,0.000519441,0.001453248,0.0009595174,0.0008025935,0.001958493],"category_scores_gemma":[0.01251407,0.0001437647,0.0008582915,0.0004605232,0.0003881569,0.0008592959,0.002364518,0.002468132,0.000158519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001854308,"about_ca_system_score_gemma":0.01151508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003197456,"about_ca_topic_score_gemma":0.01015152,"domain_scores_codex":[0.9973596,0.001060819,0.0002904174,0.0002302491,0.0007017002,0.0003571128],"domain_scores_gemma":[0.9836106,0.003332,0.005593551,0.0003075913,0.001236891,0.005919345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001816797,0.002154677,0.1508222,0.001596914,0.0003994394,0.0002311407,0.0005120746,0.0004682898,0.0009227414,0.001395937,0.03741395,0.8022658],"study_design_scores_gemma":[0.002383239,0.009761616,0.760893,0.006537131,0.001158401,0.0007881695,0.003450215,0.001890346,0.001638792,0.001965314,0.2094189,0.0001147383],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.621648,0.09459979,0.003105336,0.2334109,0.00524663,0.0007900774,0.001519787,0.0003875108,0.0392921],"genre_scores_gemma":[0.9025071,0.04139517,0.006565978,0.03799068,0.00432496,0.0005212071,0.002022085,0.0000594169,0.004613429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006636412,"threshold_uncertainty_score":0.03509712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07397759784483471,"score_gpt":0.424358016139071,"score_spread":0.3503804182942363,"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."}}