{"id":"W2790987252","doi":"10.1002/pros.23491","title":"Extent of lymph node dissection improves survival in prostate cancer patients treated with radical prostatectomy without lymph node invasion","year":2018,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Prostatectomy; Medicine; Lymph node; Prostate cancer; Percentile; Urology; Stage (stratigraphy); Dissection (medical); Logistic regression; Proportional hazards model; Gynecology; Cancer; Internal medicine; Surgery; Mathematics","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":[0.000348891,0.0001497361,0.0001906271,0.0001644531,0.0001072637,0.0002229038,0.0001592837,0.0001608314,0.0008571474],"category_scores_gemma":[0.001317566,0.00006954412,0.0003753604,0.0001754681,0.0001587926,0.0001745557,0.0003133579,0.0002635095,0.00007805139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00015062,"about_ca_system_score_gemma":0.0002953314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001499915,"about_ca_topic_score_gemma":0.004890724,"domain_scores_codex":[0.9998527,0.00005281631,0.00001427211,0.00002991755,0.00003029866,0.00001999911],"domain_scores_gemma":[0.9994544,0.0001330539,0.0002346372,0.00002578848,0.00002594058,0.0001261106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009295175,0.0001081849,0.9875395,0.00003717827,0.0001149133,0.00002480325,0.00002110856,0.0003113305,0.0004356017,0.00001015713,0.0001449734,0.01032276],"study_design_scores_gemma":[0.00002199994,0.0004339101,0.9987985,0.00001005829,0.00007717298,0.00007423897,0.00002811762,0.000290375,0.00007659966,0.00001960219,0.000167115,0.000002312655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976798,0.001643678,0.00008437035,0.0001232187,0.00001346661,0.00000550127,0.0001161116,0.000006038541,0.0003278574],"genre_scores_gemma":[0.9994816,0.0002335804,0.00006381156,0.00003129883,0.00001495561,0.000001849249,0.0001096988,6.125675e-7,0.00006255544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001499915,"threshold_uncertainty_score":0.002982318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308475756227418,"score_gpt":0.2663435036560978,"score_spread":0.2532587460938236,"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."}}