{"id":"W1991001075","doi":"10.1002/jso.21226","title":"Clinically important aspects of lymph node assessment in colon cancer","year":2009,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Lymph node; Colorectal cancer; Lymph; Cancer; Oncology; Node (physics); 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002385449,0.0005260428,0.008689643,0.0005689442,0.00002201007,0.000009463882,0.0003449749,0.001073216,0.000998362],"category_scores_gemma":[0.0002266522,0.0003426693,0.001995753,0.000750593,0.0001988991,0.00006493436,0.0001024832,0.001841999,0.00000837561],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004138581,"about_ca_system_score_gemma":0.009752198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006984231,"about_ca_topic_score_gemma":0.00002555723,"domain_scores_codex":[0.9914022,0.000802019,0.005975507,0.0004325846,0.0008697717,0.0005179078],"domain_scores_gemma":[0.991118,0.002348841,0.005287953,0.000320665,0.0004042954,0.0005202446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001818587,0.003127441,0.003101635,0.003145183,0.0008971009,0.0315943,0.00002017402,0.00000592515,0.00000163826,0.0001873305,0.0002658182,0.9558349],"study_design_scores_gemma":[0.006560101,0.006053626,0.002059575,0.01683095,0.002287228,0.005344131,0.000009187101,0.000006229659,0.000001155849,0.0001551995,0.960452,0.0002406577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00152677,0.9647827,0.000001718422,0.001163815,0.0009202435,0.0007436524,0.00003058491,0.00001060872,0.03081996],"genre_scores_gemma":[0.001623992,0.9963782,0.0007335982,0.0001488996,0.0008346765,0.00004689768,0.0000145846,0.0000457483,0.00017339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9601861,"threshold_uncertainty_score":0.9999149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08157703680354289,"score_gpt":0.4779703181386261,"score_spread":0.3963932813350832,"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."}}