{"id":"W4214546616","doi":"10.1007/978-3-030-39903-0_1330","title":"Cancer, Bladder","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Medicine; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003210724,0.001209534,0.0006983352,0.001816477,0.001662313,0.004135315,0.0009758068,0.002263792,0.08404619],"category_scores_gemma":[0.0008712291,0.0003246815,0.0004043685,0.001692353,0.001810391,0.003969818,0.002501969,0.00384438,0.05002228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001708936,"about_ca_system_score_gemma":0.002416919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005892638,"about_ca_topic_score_gemma":0.01734302,"domain_scores_codex":[0.9997398,0.00006221678,0.00001193432,0.00004555907,0.000105244,0.00003521983],"domain_scores_gemma":[0.9998415,0.00005282115,0.00001020833,0.00001680741,0.00004097951,0.00003758613],"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":[0.00001239335,0.00002681063,0.00006572044,0.0003764275,0.000003195701,0.00006823079,0.0003474528,0.00009950849,0.0002270273,0.05872084,0.8177435,0.1223089],"study_design_scores_gemma":[0.000001277907,0.000005685512,0.00005196996,0.0001217698,0.000001073878,0.00008798058,0.00006409801,0.00001058347,0.00001310277,0.003578642,0.9960622,0.000001502202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002746319,0.1099797,0.0009447717,0.008029783,0.0130611,0.00005435427,0.0001997243,0.0001400326,0.8673159],"genre_scores_gemma":[0.001837482,0.04049984,0.0006926387,0.008463458,0.00292351,0.00005176917,0.0001502169,0.00009079544,0.9452901],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08404619,"threshold_uncertainty_score":0.2811625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0375281040155909,"score_gpt":0.291366267228217,"score_spread":0.2538381632126261,"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."}}