{"id":"W2964989223","doi":"10.1016/j.surg.2019.03.027","title":"Examining the relationship between lymph node harvest and survival in patients undergoing colectomy for colon adenocarcinoma","year":2019,"lang":"en","type":"article","venue":"Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Johnson and Johnson","keywords":"Medicine; Lymph node; Hazard ratio; Lymphadenectomy; Colorectal cancer; Lymph; Colectomy; Adenocarcinoma; Proportional hazards model; Survival analysis; Oncology; Survival rate; Internal medicine; Confidence interval; Surgery; Cancer; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004525985,0.00012565,0.0003469396,0.0001130164,0.00007645776,0.00002401429,0.00003956694,0.0000826823,0.00002026223],"category_scores_gemma":[0.000879038,0.00009686539,0.00006304293,0.0002548746,0.00004152118,0.00009142282,0.00004110981,0.0001068735,0.00001705812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002183763,"about_ca_system_score_gemma":0.0001552758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006635448,"about_ca_topic_score_gemma":0.00005060083,"domain_scores_codex":[0.9989165,0.0001051193,0.0002605855,0.0002630505,0.0001991628,0.0002555609],"domain_scores_gemma":[0.990305,0.009305429,0.00008428365,0.0001838436,0.00004448424,0.00007695536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003367239,0.00004312562,0.9983969,0.00008810429,0.00003293137,0.000004816005,0.00007930188,0.000001552134,0.000003003713,0.00004230447,0.0000535211,0.0009177368],"study_design_scores_gemma":[0.00264495,0.0001498023,0.9965503,0.0001922155,0.00004525401,0.000001603606,0.00006200765,0.00001761884,0.00002164423,0.00009152765,0.0001244012,0.00009863975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976476,0.0001921092,0.000007606577,0.0002247242,0.0002809335,0.0007107364,0.00001518945,0.00002656131,0.0008945158],"genre_scores_gemma":[0.9992375,0.000005573921,0.00004062538,0.00009351504,0.00007020123,0.0000799438,0.00007858901,0.00002433494,0.0003697544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009200309,"threshold_uncertainty_score":0.3950056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07769978109482327,"score_gpt":0.2880030639460731,"score_spread":0.2103032828512498,"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."}}