{"id":"W2963475335","doi":"","title":"Mesorectal excision: a surgical and pathological audit in Winnipeg","year":2017,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Total mesorectal excision; Audit; Surgery; General surgery; Business; Colorectal cancer; Accounting; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006815773,0.0002967612,0.000215849,0.003613927,0.0009975344,0.0007145631,0.0005814019,0.0002940982,0.0008249973],"category_scores_gemma":[0.002219086,0.0005843151,0.0001935154,0.003084912,0.0006247516,0.0003714711,0.001448501,0.0002499131,0.0001792543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003111231,"about_ca_system_score_gemma":0.00356418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1896466,"about_ca_topic_score_gemma":0.4052593,"domain_scores_codex":[0.9991829,0.00007478881,0.0001220526,0.0001011921,0.0003260606,0.0001930849],"domain_scores_gemma":[0.9979014,0.0001486239,0.0009811471,0.0001210777,0.0004779517,0.0003696969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001007842,0.00003470625,0.9866274,0.00009180639,0.00002224178,0.003242946,0.001321581,0.00003860873,0.001221573,0.00004553414,0.0004085698,0.006844267],"study_design_scores_gemma":[0.000002889268,0.00005467466,0.9940665,0.00003222909,0.00001353275,0.002409433,0.001544036,0.00005565284,0.0002133562,0.00001008165,0.001590326,0.000007345435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975078,0.0007434139,0.00008844493,0.00008224774,0.000008317095,0.00009329867,0.0005983433,0.000004406673,0.0008735888],"genre_scores_gemma":[0.9968452,0.00141807,0.0003214625,0.00008977138,0.000008630961,0.00003162182,0.0006503694,0.000006627257,0.0006281324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1896466,"threshold_uncertainty_score":0.3770854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02432215435800084,"score_gpt":0.2400739434216379,"score_spread":0.215751789063637,"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."}}