{"id":"W2148228688","doi":"10.1007/s00345-007-0225-0","title":"Bladder cancer markers in patient management: the current perspective","year":2007,"lang":"en","type":"editorial","venue":"World Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôtel-Dieu de Québec; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Nephrology; Bladder cancer; Internal medicine; Perspective (graphical); Oncology; Cancer; Urology; Intensive care 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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000500454,0.0003147173,0.0006789038,0.0008011094,0.00005381428,0.00001505023,0.0002561811,0.0001988774,0.0004341826],"category_scores_gemma":[0.0001025241,0.0001993936,0.0002897118,0.0004045444,0.0001563272,0.0000437994,0.00007478311,0.002543343,0.00001397758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008982295,"about_ca_system_score_gemma":0.0006296465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002138334,"about_ca_topic_score_gemma":0.0008622575,"domain_scores_codex":[0.9975159,0.0001601802,0.0007045594,0.0002882954,0.000903541,0.0004275664],"domain_scores_gemma":[0.9981272,0.0003439696,0.0006054484,0.0002667721,0.0005204345,0.0001361628],"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":[0.003219219,0.0002986911,0.0003025161,0.00005068107,0.001117063,0.001157868,0.0006118626,0.00001832922,5.107858e-7,0.00005541705,0.8756715,0.1174963],"study_design_scores_gemma":[0.003354847,0.0009083744,0.003204382,0.0002259078,0.001241677,0.00005565086,0.0002690945,0.000002021301,0.000002053126,0.0003603385,0.9902307,0.0001449599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004064057,0.06889509,0.0000238901,0.003931547,0.9013229,0.0007125511,0.00005506577,0.00001031768,0.02464223],"genre_scores_gemma":[0.04288779,0.03830237,0.0001119114,0.001772198,0.9134471,0.00008606209,0.00002582503,0.0001270753,0.003239705],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1173514,"threshold_uncertainty_score":0.9997578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050828180360893,"score_gpt":0.3173435832868735,"score_spread":0.3068353014832645,"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."}}