{"id":"W2072300037","doi":"10.1016/j.eururo.2011.06.048","title":"Basic Research in Kidney Cancer","year":2011,"lang":"en","type":"review","venue":"European Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"National Cancer Institute","keywords":"Medicine; Kidney cancer; Cancer; Kidney; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001334405,0.0003681862,0.001452793,0.0008004663,0.00003939158,0.000008777582,0.0003426868,0.0002050395,0.001180788],"category_scores_gemma":[0.0001829492,0.0002690605,0.0002917211,0.0005277017,0.0002060563,0.0000177613,0.0002769266,0.001504876,0.005658676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003246823,"about_ca_system_score_gemma":0.0007565385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001512724,"about_ca_topic_score_gemma":0.00001826751,"domain_scores_codex":[0.9949604,0.002843499,0.0005677675,0.000736603,0.0002232758,0.0006684335],"domain_scores_gemma":[0.9983521,0.0002084488,0.0001342463,0.0008531904,0.00008200158,0.0003700038],"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":[0.00006972597,0.0001661888,0.0002038869,0.0073877,0.0001655768,0.007011269,0.0001049246,4.55849e-8,7.692121e-7,0.0001737779,0.01415393,0.9705622],"study_design_scores_gemma":[0.0005135117,0.0005746487,0.0005842581,0.003733575,0.0004860018,0.0004822252,0.000001959243,2.623723e-7,6.567902e-7,0.00001437507,0.9934438,0.0001646536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003845839,0.8036352,3.430884e-7,0.0001817805,0.0002821031,0.0007823372,0.00001825527,0.00003464644,0.1950269],"genre_scores_gemma":[0.0001916495,0.9924236,0.00003119735,0.0005210903,0.0005838876,0.0001265165,0.0001199926,0.0001708169,0.005831236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9792899,"threshold_uncertainty_score":0.9999762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.286109948887339,"score_gpt":0.4244793886500025,"score_spread":0.1383694397626635,"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."}}