{"id":"W3126256218","doi":"10.1001/jamanetworkopen.2020.36330","title":"Association of Transanal Total Mesorectal Excision With Local Recurrence of Rectal Cancer","year":2021,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University Health Network; Health Sciences Centre; Princess Margaret Cancer Centre; Sunnybrook Health Science Centre; Kingston Health Sciences Centre; McGill University Health Centre; NOSM University; University of Toronto; Health Sciences North; St. Paul's Hospital; Queen's University","funders":"","keywords":"Medicine; Total mesorectal excision; Interquartile range; Colorectal cancer; Surgery; Incidence (geometry); Cohort; Cumulative incidence; Cancer registry; Cohort study; Retrospective cohort study; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005664561,0.0001393613,0.0002201068,0.0004742696,0.0003068586,0.000534197,0.0004230883,0.0002916043,0.001918386],"category_scores_gemma":[0.004005576,0.0001622135,0.0003941807,0.0008426572,0.0003740084,0.0002652366,0.0003853494,0.0005631542,0.0001482744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006626235,"about_ca_system_score_gemma":0.0009189913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02231912,"about_ca_topic_score_gemma":0.04406464,"domain_scores_codex":[0.99943,0.0001058608,0.00007909805,0.000141738,0.0001431408,0.0001001821],"domain_scores_gemma":[0.9956363,0.0005914996,0.002570929,0.0003474677,0.0004140693,0.00043967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005883722,0.00000750654,0.9984698,0.00001051643,0.00003058484,0.0000717142,0.00001821431,0.00004284992,0.00006835894,0.000007231579,0.00006153846,0.00115277],"study_design_scores_gemma":[0.000004436203,0.00005095504,0.9986406,0.00001208059,0.00003767203,0.0007007686,0.00009991624,0.0002117922,0.00006158609,0.00001331368,0.0001629803,0.000003972535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983908,0.0006999779,0.0001203892,0.0001088545,0.000006488345,0.000007097709,0.0002836869,0.000007261378,0.0003754108],"genre_scores_gemma":[0.9995555,0.0001407928,0.00004238939,0.00001760541,0.000009686705,0.000003600371,0.0001315736,0.000001829761,0.00009702797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02231912,"threshold_uncertainty_score":0.0443784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851919007053972,"score_gpt":0.3052382602120088,"score_spread":0.2867190701414691,"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."}}