{"id":"W4319334009","doi":"10.1111/codi.16506","title":"Management of rectal neuroendocrine tumours by transanal endoscopic microsurgery","year":2023,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Microsurgery; General surgery; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006812035,0.000232282,0.000377968,0.0002767635,0.00007069304,0.00001699135,0.0001941316,0.000004689132,0.0002756722],"category_scores_gemma":[0.0001177974,0.0002209797,0.000239382,0.0009010423,0.0002176037,0.0001067159,0.0001149524,0.0002003276,0.0001493823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004761619,"about_ca_system_score_gemma":0.00009689027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001179461,"about_ca_topic_score_gemma":0.00000236508,"domain_scores_codex":[0.9978023,0.00008078045,0.0003600115,0.0004756362,0.0006062373,0.0006749899],"domain_scores_gemma":[0.9987637,0.0001162286,0.00007130861,0.0003254009,0.00006251203,0.0006608323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01201326,0.002339857,0.3837394,0.005281772,0.0005055077,0.2278054,0.00005966582,0.00006525493,0.2542485,0.0003806441,0.09897595,0.01458485],"study_design_scores_gemma":[0.004581029,0.001130794,0.8454372,0.0004280332,0.0003664856,0.0004003435,0.0002028666,0.0003113461,0.1394791,0.0002696748,0.007003623,0.0003894741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951774,0.0005387,0.000005777983,0.00137023,0.00023957,0.0008105421,0.0002326214,0.0002746596,0.00135051],"genre_scores_gemma":[0.9956687,0.0007236055,0.00005848767,0.000107778,0.00004421393,0.0001643006,0.0002062731,0.00005495165,0.002971683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4616978,"threshold_uncertainty_score":0.901129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474664943687125,"score_gpt":0.2997766350284591,"score_spread":0.2850299855915879,"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."}}