{"id":"W1978593480","doi":"10.1016/s1091-255x(02)00131-2","title":"Adequacy of Nodal Harvest in Colorectal Cancer","year":2002,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Colorectal cancer; NODAL; Dissection (medical); Lymph; Lymph node; Cohort; Cancer; Gross examination; Tertiary care; General surgery; Radiology; Internal medicine; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003876895,0.0001794755,0.0008280174,0.0003962136,0.00001927682,0.00001019345,0.00008817636,0.00004019141,0.001240483],"category_scores_gemma":[0.0008447236,0.0001431589,0.000397849,0.0004811287,0.0001167395,0.0001750061,0.00002963243,0.0003962135,0.00001204566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003295774,"about_ca_system_score_gemma":0.0002075024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001218694,"about_ca_topic_score_gemma":0.00005538807,"domain_scores_codex":[0.9979857,0.00007456054,0.0009540655,0.0001485621,0.0005076994,0.0003294756],"domain_scores_gemma":[0.9981441,0.0005743751,0.0006180863,0.00009412015,0.000317532,0.000251792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001932577,0.0007574618,0.977487,0.00007049083,0.00005485501,0.002647639,0.00006011963,0.00003795545,0.008364712,0.000004682177,0.00141993,0.007162579],"study_design_scores_gemma":[0.001852299,0.001485582,0.9803773,0.001984176,0.00008311422,0.01005051,0.00004696654,0.0002118627,0.003428608,0.00001917294,0.0003487181,0.0001116683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996807,0.0008520746,0.00002743323,0.0009310218,0.0002347267,0.0001144439,0.000008662553,0.000009655077,0.001014954],"genre_scores_gemma":[0.9981267,0.0001312773,0.001253047,0.00006609001,0.0002411315,0.000006384555,0.00000125385,0.00002095901,0.0001531393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007402867,"threshold_uncertainty_score":0.9996725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04527962519631913,"score_gpt":0.2875881634691617,"score_spread":0.2423085382728425,"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."}}