{"id":"W2888229344","doi":"10.1177/1756287218794094","title":"The contemporary role of lymph node dissection in the management of renal cell carcinoma","year":2018,"lang":"en","type":"review","venue":"Therapeutic Advances in Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Hospital","funders":"National Cancer Institute","keywords":"Medicine; Renal cell carcinoma; Lymph node; Nephrectomy; Dissection (medical); Disease; Systemic therapy; Oncology; Kidney cancer; Internal medicine; Adjuvant; Randomized controlled trial; Clinical trial; Cancer; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006395808,0.0003331996,0.001189117,0.0001859589,0.00004049603,0.000003743848,0.0004402859,0.0001902321,0.00001291964],"category_scores_gemma":[0.000004931048,0.0001700186,0.0002673977,0.0003821398,0.0004283022,0.000040929,0.00007685378,0.0002952295,0.000007790882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306061,"about_ca_system_score_gemma":0.0001348673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003118026,"about_ca_topic_score_gemma":0.00001690512,"domain_scores_codex":[0.9975315,0.0006107923,0.0009205246,0.000365537,0.0002723474,0.0002993318],"domain_scores_gemma":[0.9980368,0.0005136209,0.0005971879,0.000782153,0.00004234507,0.00002789607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009399924,0.0005224358,0.00204725,0.009172286,0.0003304378,0.0001842326,0.0005399566,0.00001298082,0.00001590202,0.001158363,0.000009495626,0.9850667],"study_design_scores_gemma":[0.001968877,0.001389853,0.003819441,0.001833655,0.001420193,0.0002360531,0.0006851698,0.00003050729,0.0001175528,0.00224492,0.9860161,0.0002376916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003216121,0.9813445,0.00003134869,0.00005947422,0.0001657725,0.001317927,0.000007440516,0.00000712766,0.01385029],"genre_scores_gemma":[0.3026186,0.6969233,0.00004354917,0.00004921421,0.00005102828,0.0001885202,0.00002124862,0.00002515601,0.00007944831],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9860066,"threshold_uncertainty_score":0.6933157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03882115556475672,"score_gpt":0.3276074564924084,"score_spread":0.2887863009276516,"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."}}