{"id":"W655579166","doi":"10.1016/j.ejso.2015.05.008","title":"Adherence of the indication to European Association of Urology guideline recommended pelvic lymph node dissection at a high-volume center: Differences between open and robot-assisted radical prostatectomy","year":2015,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Guideline; Medicine; Nomogram; Prostatectomy; Dissection (medical); Lymph node; Urology; Surgery; Prostate cancer; General surgery; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002316068,0.0001059714,0.000443299,0.0006158749,0.0004910015,0.0009905037,0.0006985705,0.000841149,0.002752721],"category_scores_gemma":[0.01501803,0.0001580509,0.0006914249,0.001302636,0.0003353784,0.0006936606,0.0007836933,0.001075564,0.0002726639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007438255,"about_ca_system_score_gemma":0.001386582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008426202,"about_ca_topic_score_gemma":0.01446463,"domain_scores_codex":[0.9966874,0.0009616686,0.0005334574,0.0004126834,0.0007348161,0.0006700007],"domain_scores_gemma":[0.9903573,0.00303982,0.004088465,0.0003554286,0.0009911192,0.001167926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003359854,0.0001080478,0.9888548,0.00004764436,0.0001637757,0.00007095347,0.0004173442,0.0001524555,0.0002072306,0.0001115956,0.001051521,0.008478716],"study_design_scores_gemma":[0.00001007151,0.0001038159,0.9981726,0.00003657134,0.00002971457,0.0001212063,0.0006896605,0.0002252997,0.00003451073,0.00007065423,0.0004982219,0.000007639832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937401,0.00135381,0.0003614206,0.00116389,0.0001194312,0.0000297896,0.0005389426,0.000007483097,0.002685185],"genre_scores_gemma":[0.9988468,0.0001638521,0.0001220549,0.0003480364,0.00002051042,0.000006867568,0.0003341254,0.000006450769,0.0001513402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008426202,"threshold_uncertainty_score":0.01675427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05062059943421346,"score_gpt":0.3229894813753595,"score_spread":0.2723688819411461,"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."}}