{"id":"W4252844485","doi":"10.5489/cuaj.4840","title":"New research in kidney cancer, ASCO 2017","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Alberta","funders":"","keywords":"Kidney cancer; Cancer; Medicine; Oncology; Internal medicine","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":[0.003304466,0.0005963597,0.0008199262,0.003745447,0.00222892,0.004548469,0.001072627,0.002953593,0.1138115],"category_scores_gemma":[0.00896275,0.0004114874,0.0007254754,0.002986175,0.001382927,0.002110872,0.001748774,0.002884949,0.02953617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005342063,"about_ca_system_score_gemma":0.01913502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03404853,"about_ca_topic_score_gemma":0.1003829,"domain_scores_codex":[0.9982393,0.0001912725,0.0001556398,0.0001375324,0.0009532403,0.000323037],"domain_scores_gemma":[0.9889629,0.001230639,0.0005663281,0.0003565286,0.005569907,0.003313691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001613777,0.00005383016,0.0008478448,0.001185084,0.00002425589,0.0001121693,0.0000217063,0.00004022331,0.0004398508,0.001608902,0.8211786,0.1743261],"study_design_scores_gemma":[0.000043286,0.00003466733,0.001928248,0.0009378711,0.0000260137,0.0001877706,0.00004150069,0.00002943685,0.00017863,0.0006874583,0.9958977,0.000007478354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002311828,0.3141442,0.0005993572,0.1614126,0.1492355,0.0002215397,0.002913023,0.0003147006,0.3688473],"genre_scores_gemma":[0.02571545,0.4416797,0.001945244,0.05185743,0.1132444,0.0002075819,0.005485486,0.0003787382,0.359486],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1138115,"threshold_uncertainty_score":0.3807374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021375079724235,"score_gpt":0.3610387398435946,"score_spread":0.2589012318711711,"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."}}