{"id":"W2396123380","doi":"10.1007/978-1-60327-969-7_79","title":"Urinary Bladder Carcinoma Surveillance Counterpoint: Canada","year":2012,"lang":"en","type":"book-chapter","venue":"Humana Press eBooks","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Bladder cancer; Ninth; Medicine; Cancer; Counterpoint; Carcinoma; Demography; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002929709,0.0003256494,0.0001895343,0.001188356,0.001710358,0.001280122,0.0009483031,0.001610952,0.03746177],"category_scores_gemma":[0.000739457,0.0001179885,0.0002284213,0.001277065,0.0004528519,0.0006451996,0.0006878731,0.001575392,0.006163054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01203997,"about_ca_system_score_gemma":0.03039141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8091357,"about_ca_topic_score_gemma":0.9536027,"domain_scores_codex":[0.9997368,0.00001417798,0.000005437306,0.00001724973,0.0001773067,0.00004894645],"domain_scores_gemma":[0.9993825,0.00002680048,0.00001213047,0.000009775765,0.0004106608,0.0001581226],"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":[0.000007616327,0.00001169829,0.0004256086,0.0001096719,0.000001869771,0.0001308155,0.00006478454,0.00007007078,0.0001218561,0.003424491,0.8939553,0.1016762],"study_design_scores_gemma":[0.000004469896,0.000007625865,0.001529564,0.0003072443,0.000004252829,0.0002733714,0.0001009763,0.00004975824,0.00008812179,0.0007394105,0.9968877,0.000007370224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00346018,0.09198552,0.001182075,0.1461734,0.01236896,0.0001155443,0.004886592,0.0004566452,0.7393711],"genre_scores_gemma":[0.03429712,0.1302213,0.004855157,0.04939696,0.003400761,0.0000766165,0.004429477,0.0001734099,0.7731491],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1908643,"threshold_uncertainty_score":0.3839766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04497914595604097,"score_gpt":0.2547934328677487,"score_spread":0.2098142869117077,"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."}}