{"id":"W2100426374","doi":"10.5489/cuaj.236","title":"Bladder cancer: Validating what we've got","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Urological Association","funders":"","keywords":"Bladder cancer; Cancer; Medicine; Art; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.06198097,0.0006689576,0.001183659,0.002343344,0.003337862,0.01398751,0.002989946,0.004753325,0.004324208],"category_scores_gemma":[0.1760347,0.0005143302,0.001455531,0.002582951,0.01218392,0.01346186,0.005728478,0.007972295,0.001514406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007461671,"about_ca_system_score_gemma":0.02054145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04774618,"about_ca_topic_score_gemma":0.06073713,"domain_scores_codex":[0.9584348,0.02019976,0.003972307,0.002881142,0.01166944,0.002842551],"domain_scores_gemma":[0.8667407,0.06415729,0.01072257,0.01028684,0.0432784,0.004814128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004165951,0.000527833,0.2818146,0.007588259,0.001498126,0.0002770018,0.01963848,0.0008290088,0.000920056,0.03592264,0.1154753,0.535092],"study_design_scores_gemma":[0.0001473332,0.0007805596,0.1905747,0.0306773,0.002359661,0.001073656,0.09635709,0.001533988,0.0056461,0.07287496,0.5974606,0.0005141173],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1119575,0.09915223,0.01232031,0.6833082,0.01925268,0.0003712194,0.003005901,0.0003292595,0.07030263],"genre_scores_gemma":[0.7550067,0.0472873,0.02198977,0.1610352,0.003570578,0.0003860345,0.002685327,0.0003373738,0.007701819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06198097,"threshold_uncertainty_score":0.3277907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978982538451221,"score_gpt":0.2602707501575212,"score_spread":0.240480924773009,"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."}}