{"id":"W2734560119","doi":"10.1007/s12029-017-9989-7","title":"Outcomes of a Single Surgeon-Based Transanal-Total Mesorectal Excision (TATME) for Rectal Cancer","year":2017,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Cancer","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University; Health Sciences North","funders":"","keywords":"Medicine; Total mesorectal excision; Surgery; Colorectal cancer; Resection margin; Lymph node; Resection; 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":[0.0004189083,0.000290178,0.0005479666,0.0005206111,0.0006194805,0.000857855,0.0004184144,0.000437594,0.001938652],"category_scores_gemma":[0.002090472,0.0001917545,0.001472471,0.0004906134,0.0002533162,0.0006694972,0.0009555188,0.0006091833,0.0003458192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009781254,"about_ca_system_score_gemma":0.0008796813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002314655,"about_ca_topic_score_gemma":0.01044503,"domain_scores_codex":[0.9994307,0.00008135765,0.0000713793,0.0001179143,0.0001330821,0.0001655854],"domain_scores_gemma":[0.9985789,0.0001747083,0.0004595425,0.00008663714,0.0001409944,0.000559317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00707213,0.002414475,0.8794252,0.0003258449,0.001478115,0.002909133,0.0007204466,0.002338892,0.004196613,0.0002134682,0.001484036,0.09742155],"study_design_scores_gemma":[0.0001489309,0.006764197,0.9827631,0.00009275145,0.0005778756,0.005548156,0.001211413,0.001274921,0.000563822,0.000175048,0.0008209008,0.00005897828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988011,0.0002717758,0.0001806238,0.00006220022,0.00002758792,0.00001465041,0.0001869565,0.000005688019,0.0004493038],"genre_scores_gemma":[0.9988239,0.0001743527,0.0001725632,0.00005805942,0.00003099758,0.00001108997,0.0004634137,0.000005537087,0.0002600306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002314655,"threshold_uncertainty_score":0.007096827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05739812118525248,"score_gpt":0.3642319315042076,"score_spread":0.3068338103189551,"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."}}