{"id":"W4220965877","doi":"10.52733/kcj20n1-gu2","title":"ASCO GU22 – Kidney Cancer Highlights","year":2022,"lang":"en","type":"article","venue":"Kidney Cancer Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Kidney cancer; Cancer; Prostate cancer; Medicine; Genitourinary system; Renal cell carcinoma; Bladder cancer; Kidney; Oncology; Internal medicine; Gynecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002864676,0.00131313,0.000872287,0.001715196,0.001257994,0.004415269,0.001247905,0.004144606,0.1059672],"category_scores_gemma":[0.004264647,0.0004035185,0.0012511,0.001178532,0.0003831183,0.001560481,0.001853405,0.004123162,0.05126191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002655918,"about_ca_system_score_gemma":0.003884567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002421972,"about_ca_topic_score_gemma":0.005508665,"domain_scores_codex":[0.9984424,0.0002472003,0.00011522,0.0001703213,0.0007151135,0.0003098383],"domain_scores_gemma":[0.9952655,0.000383062,0.0002423571,0.00009772473,0.001767984,0.002243417],"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":[0.00004752567,0.00001373118,0.00005815825,0.0002277895,0.000006186472,0.00007701344,0.000004868174,0.00001909176,0.00009152918,0.0002757742,0.9779278,0.02125053],"study_design_scores_gemma":[0.00002570292,0.00003484341,0.0006180755,0.0002719311,0.000009318182,0.0001862427,0.00001286867,0.00002017288,0.00007462858,0.000211302,0.9985296,0.000005477553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001446986,0.1271435,0.0007778801,0.1855417,0.4537078,0.0005540965,0.005510804,0.0005159177,0.2248014],"genre_scores_gemma":[0.01027008,0.1012744,0.0008454098,0.059002,0.5522884,0.0004017774,0.009344042,0.0003891168,0.2661847],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1059672,"threshold_uncertainty_score":0.3544955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028934703914708,"score_gpt":0.3071120769885514,"score_spread":0.2868227299494043,"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."}}