{"id":"W2137535245","doi":"10.1016/j.urology.2005.08.065","title":"Prognostic markers for bladder cancer: International Consensus Panel on bladder tumor markers","year":2005,"lang":"en","type":"article","venue":"Urology","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":167,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"National Cancer Institute","keywords":"Medicine; Bladder cancer; Oncology; Internal medicine; Urology; Pathology; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0001471163,0.0001946772,0.0001836195,0.0000688335,0.00006576209,0.00001490656,0.0002129929,0.0001600986,0.0003202772],"category_scores_gemma":[0.0002113099,0.0001910388,0.0001283047,0.0000405665,0.0001587341,0.000002407287,0.00005909646,0.0001116819,0.00002775872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002582001,"about_ca_system_score_gemma":0.0001621414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003592867,"about_ca_topic_score_gemma":0.0002362819,"domain_scores_codex":[0.9987535,0.00005434203,0.0002288312,0.0004665213,0.0001099743,0.0003868162],"domain_scores_gemma":[0.999365,0.0000722161,0.0001015755,0.000246967,0.0001142587,0.00009999212],"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":[0.003893256,0.0001947261,0.002266787,0.00001855388,0.0006848149,0.000001308152,0.00006402115,0.001618974,0.05090487,0.0005551592,0.9066514,0.03314607],"study_design_scores_gemma":[0.001652852,0.0004037139,0.003182885,0.000003229767,0.00008497534,0.00004031424,0.00003680637,0.0008163952,0.001905841,0.00005446495,0.9915997,0.0002188373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9079659,0.005241938,0.001713188,0.02779172,0.03689633,0.002032663,0.0008434723,0.0001099489,0.01740486],"genre_scores_gemma":[0.9559005,0.0005600857,0.0009963146,0.0123829,0.02368434,0.0004944906,0.000275945,0.00006961943,0.005635823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08494823,"threshold_uncertainty_score":0.7790338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382824667929559,"score_gpt":0.2621001476104445,"score_spread":0.2482719009311489,"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."}}