{"id":"W4242883802","doi":"10.1002/9780471420194.tnmc42.pub3","title":"Kidney","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Renal cell carcinoma; Medicine; Kidney; Kidney cancer; Physical examination; Pathology; Radiology; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002522183,0.00024625,0.0004598757,0.0001382527,0.00002380908,0.000009625292,0.0001311684,0.000240651,0.02643641],"category_scores_gemma":[0.0001042549,0.0001840446,0.0001384145,0.0000245822,0.00006167067,0.000007591188,0.00004888186,0.00019722,0.001485452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007181057,"about_ca_system_score_gemma":0.0002277246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000219536,"about_ca_topic_score_gemma":0.00008498712,"domain_scores_codex":[0.999195,0.00001069903,0.0001057374,0.000278442,0.0002197869,0.0001903217],"domain_scores_gemma":[0.9985359,0.000008687418,0.0001602215,0.0009761702,0.0000234503,0.0002956061],"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":[0.0000231527,0.0001774707,0.0001868146,0.0001613874,0.000156668,0.0005408271,0.000005508595,6.4102e-9,0.00006589418,0.00000630965,0.9922704,0.006405534],"study_design_scores_gemma":[0.0009360922,0.0001586992,0.001128423,0.001058122,0.0002605511,0.00008218818,0.000001579284,0.000003365421,0.00009405856,0.000006118205,0.9961227,0.0001481014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000768821,0.001670817,0.000004236476,0.0009383871,0.0003134264,0.0003673612,0.002208082,0.0002107069,0.9942101],"genre_scores_gemma":[0.0001274147,0.0003764662,0.003088575,0.000716257,0.001878775,0.00001430661,0.00577,0.0004402722,0.9875879],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02495096,"threshold_uncertainty_score":0.999292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03623666857563226,"score_gpt":0.318445583974399,"score_spread":0.2822089153987667,"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."}}