{"id":"W3042762353","doi":"10.1111/codi.15263","title":"Abdominoperineal excision in Australasia: clinical outcomes, predictive factors and recent trends of nonrestorative rectal cancer surgery","year":2020,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"BC Cancer Agency; Colorectal Surgical Society of Australia and New Zealand; Peter MacCallum Cancer Centre","keywords":"Medicine; Abdominoperineal resection; Colorectal cancer; Incidence (geometry); Anastomosis; Anal verge; Surgery; Colorectal surgery; Resection margin; Cancer; Cancer registry; General surgery; Resection; Internal medicine; Abdominal surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005279844,0.0001442603,0.0001627702,0.0007016904,0.0003043401,0.0004413316,0.0003503257,0.0002549034,0.0009032001],"category_scores_gemma":[0.002019884,0.0001840964,0.000169569,0.001272288,0.0004207777,0.0004613523,0.0004003642,0.0004344454,0.0001351715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040961,"about_ca_system_score_gemma":0.00127957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06847078,"about_ca_topic_score_gemma":0.06937729,"domain_scores_codex":[0.9996282,0.00006741032,0.00007164761,0.00008906559,0.00008129895,0.00006240032],"domain_scores_gemma":[0.9975438,0.0001732222,0.001531609,0.00004805622,0.000356447,0.0003468934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002485517,0.00001382628,0.9968302,0.00002917162,0.00001108799,0.0001020475,0.0002186326,0.0000317428,0.0002964673,0.00001017443,0.00008872747,0.002343111],"study_design_scores_gemma":[0.000001649773,0.00003662315,0.9991018,0.00001280836,0.000004161581,0.0002662046,0.0003067551,0.00008980812,0.00002854331,0.000005306054,0.000144871,0.000001588434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987294,0.000541375,0.00003741558,0.0002358984,0.000005171601,0.000005590874,0.0001889878,0.000002770134,0.0002533671],"genre_scores_gemma":[0.9992255,0.0004016764,0.0000820983,0.00003444714,0.000007951008,0.000004443159,0.0001709431,0.000001074716,0.00007187259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06847078,"threshold_uncertainty_score":0.1361445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09078006877517159,"score_gpt":0.3797572159170742,"score_spread":0.2889771471419026,"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."}}