{"id":"W2568812071","doi":"10.5489/cuaj.4252","title":"Rethinking lymph node metastasis and cytoreductive nephrectomy","year":2016,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Nephrectomy; Lymph node metastasis; Metastasis; Medicine; Lymph node; General surgery; Internal medicine; Kidney; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005051835,0.0004594184,0.0006523787,0.0008677928,0.001474737,0.0006783818,0.0007116137,0.001364074,0.003450597],"category_scores_gemma":[0.001453405,0.0002157619,0.00110774,0.000460194,0.001028584,0.0009394577,0.0006123372,0.002422201,0.0004484515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001935967,"about_ca_system_score_gemma":0.002256153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0158638,"about_ca_topic_score_gemma":0.07838131,"domain_scores_codex":[0.999728,0.00002834059,0.00002219753,0.00004676929,0.00008115786,0.00009348654],"domain_scores_gemma":[0.9996768,0.0000904685,0.00004096999,0.00004096722,0.00002364998,0.0001271791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004006625,0.001116192,0.09448343,0.001039645,0.0004526907,0.1362896,0.0008814406,0.005003511,0.03190321,0.005903217,0.02652409,0.6923963],"study_design_scores_gemma":[0.0009004816,0.005733195,0.5013511,0.0009886168,0.001220256,0.2740016,0.001781378,0.006025856,0.01735269,0.02236568,0.1680175,0.0002615782],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7427679,0.09901442,0.01098927,0.04623403,0.01039559,0.0006781202,0.0005335315,0.0005722693,0.08881494],"genre_scores_gemma":[0.9622716,0.01600523,0.00376705,0.005200822,0.004363344,0.00007056409,0.0003814302,0.00005531132,0.007884671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0158638,"threshold_uncertainty_score":0.03154296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269692470163049,"score_gpt":0.2317870376124912,"score_spread":0.2090901129108607,"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."}}