{"id":"W1965002523","doi":"10.1097/01.sla.0000140753.41357.20","title":"Sentinel Node Staging of Resectable Colon Cancer","year":2004,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute","keywords":"Medicine; Colorectal cancer; Sentinel node; Histopathology; Sampling (signal processing); Cancer; Lymph node; Stage (stratigraphy); Breast cancer; Adjuvant therapy; Sentinel lymph node; Internal medicine; Radiology; Surgery; Oncology; 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":[0.0001300951,0.00008555926,0.0002014363,0.00004403347,0.0000289552,0.000002498366,0.00005324347,0.00004439757,0.00001445548],"category_scores_gemma":[0.00005162725,0.00008110752,0.0001083161,0.00009492683,0.00007320993,0.000003393076,0.00005548139,0.00002509981,0.000001153641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006146397,"about_ca_system_score_gemma":0.000117737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008964457,"about_ca_topic_score_gemma":0.00003431512,"domain_scores_codex":[0.9993681,0.00001523925,0.0001848606,0.0001518005,0.000101184,0.0001788327],"domain_scores_gemma":[0.9994859,0.00002567185,0.0001252013,0.0001716145,0.0001634702,0.00002820263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003116921,0.0002330237,0.6782219,0.0001596366,0.0004414957,0.000006635265,0.0001128856,0.0005362965,0.301383,0.00004968659,0.01698315,0.001560474],"study_design_scores_gemma":[0.0002347404,0.00001284749,0.1394589,0.00009775793,0.00001524907,0.000001269261,0.00004506982,6.483815e-7,0.8573634,0.00007816101,0.002603584,0.0000884098],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935594,0.004039661,0.00001895439,0.001678665,0.00008878812,0.00003712435,0.00005748918,0.000004806878,0.0005151099],"genre_scores_gemma":[0.9968165,0.00259349,0.00004703557,0.0003318458,0.00007893796,0.00001518566,0.00002651854,0.00001129695,0.00007918102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5559804,"threshold_uncertainty_score":0.3307469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398707107897167,"score_gpt":0.3544914068581737,"score_spread":0.2146206960684569,"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."}}