{"id":"W2088651921","doi":"10.1111/j.1464-410x.2004.04925.x","title":"Laparoscopic cytoreductive nephrectomy for metastatic renal cell carcinoma","year":2004,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nephrectomy; Renal cell carcinoma; Kidney cancer; Surgery; Urology; Cancer; Kidney; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008195044,0.0002977685,0.0004182391,0.0004606154,0.0002067023,0.0003397622,0.0002905659,0.0002543901,0.001280811],"category_scores_gemma":[0.001232248,0.0001217055,0.0006310332,0.0004898704,0.0003780963,0.000280983,0.0002915954,0.0003303665,0.0002613174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000551809,"about_ca_system_score_gemma":0.0005685954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007321903,"about_ca_topic_score_gemma":0.001671041,"domain_scores_codex":[0.999678,0.0001152199,0.00002910038,0.00004128046,0.00009444877,0.00004186325],"domain_scores_gemma":[0.9996007,0.000155183,0.0001213671,0.00002405291,0.00002966967,0.0000690197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003393306,0.0002533582,0.1430255,0.00654426,0.0009909127,0.02101876,0.0005115747,0.0009689639,0.01449028,0.001190167,0.01716975,0.7904432],"study_design_scores_gemma":[0.0007139424,0.007022701,0.5865511,0.001782247,0.0009618857,0.2123389,0.0005571195,0.001066599,0.006503875,0.001026974,0.1813947,0.00007994022],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3346484,0.6513178,0.003777309,0.002245328,0.001307891,0.0001041727,0.0001517638,0.00006213696,0.006384972],"genre_scores_gemma":[0.8229876,0.168826,0.001665276,0.00152063,0.002600487,0.00006145192,0.000449918,0.00001339221,0.001875372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001280811,"threshold_uncertainty_score":0.004334033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004078425045537,"score_gpt":0.2627834896919647,"score_spread":0.2427427054415093,"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."}}