{"id":"W1965014839","doi":"10.1002/cncr.24682","title":"Prognostic significance of lymph node invasion in patients with metastatic renal cell carcinoma","year":2009,"lang":"en","type":"article","venue":"Cancer","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Lymphadenectomy; Lymph node; Renal cell carcinoma; Stage (stratigraphy); Nephrectomy; Proportional hazards model; Lymph; Oncology; Cancer; Internal medicine; Urology; Pathology; Kidney","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005391177,0.0002202543,0.0002220102,0.0004222864,0.0002287846,0.000330409,0.0002678809,0.0002875581,0.0007703516],"category_scores_gemma":[0.00244781,0.0001135788,0.0002558751,0.0004418688,0.0003063392,0.0002370625,0.0003023464,0.0004077295,0.0001043545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003204043,"about_ca_system_score_gemma":0.0003894132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00265177,"about_ca_topic_score_gemma":0.004512669,"domain_scores_codex":[0.9997995,0.00006295525,0.00001827945,0.00003677291,0.00004695354,0.0000354996],"domain_scores_gemma":[0.9987456,0.0004085817,0.0004962242,0.00004148218,0.0000873184,0.0002208152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008305577,0.000005838213,0.999181,0.00000353826,0.00001200385,0.00005901174,0.00001102031,0.00007483918,0.0001029526,0.000004636164,0.00002373754,0.0004383566],"study_design_scores_gemma":[0.000009673498,0.00008398508,0.9986526,0.000004766331,0.00002800457,0.0005453515,0.00004543735,0.0004108783,0.0000926846,0.00002735042,0.00009639043,0.000002843325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992804,0.0003666099,0.00005169618,0.00004392141,0.000003484376,0.000002629979,0.00008598821,0.000002027087,0.0001633189],"genre_scores_gemma":[0.9997868,0.000057977,0.00003388318,0.000006529476,0.000005894672,0.000001604767,0.00007988908,4.917286e-7,0.00002697492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00265177,"threshold_uncertainty_score":0.005272627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004585070594499,"score_gpt":0.2440539816162866,"score_spread":0.2240081309103416,"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."}}