{"id":"W53276981","doi":"10.4324/9780429436406-4","title":"The G7/G8 System","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.001364771,0.0003886787,0.0002068938,0.001265213,0.002588453,0.005227433,0.001714613,0.002514233,0.08948319],"category_scores_gemma":[0.001527769,0.0002154213,0.0003239917,0.002012145,0.002426755,0.003883075,0.003653913,0.002034375,0.05977848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004322176,"about_ca_system_score_gemma":0.004970834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01540637,"about_ca_topic_score_gemma":0.0105007,"domain_scores_codex":[0.9983091,0.0004742804,0.00006040285,0.0002165479,0.0005107825,0.0004288216],"domain_scores_gemma":[0.999392,0.00007956411,0.00002857048,0.0001355868,0.0002310552,0.0001332186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001738185,0.00001731713,0.0002643879,0.00006623668,0.00000185033,0.00007114072,0.0009866413,0.0001121821,0.0001889169,0.7385609,0.2044837,0.05522932],"study_design_scores_gemma":[0.000002142023,0.000006561951,0.0001539412,0.00002934802,7.36366e-7,0.00004105513,0.0002044703,0.00006114425,0.00005613465,0.009711258,0.9897302,0.000002947203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002776272,0.0007170267,0.001845516,0.002733415,0.0003697346,0.00006398143,0.0002706638,0.0003037516,0.9909197],"genre_scores_gemma":[0.06465963,0.001807283,0.007166902,0.004541657,0.0003359222,0.0002346006,0.001565427,0.0005762981,0.9191123],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08948319,"threshold_uncertainty_score":0.2993511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939269722460827,"score_gpt":0.2517657809087452,"score_spread":0.232373083684137,"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."}}