{"id":"W3010820367","doi":"10.1016/j.eururo.2020.02.031","title":"Converging Roads to Early Bladder Cancer","year":2020,"lang":"en","type":"article","venue":"European Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Decipher Biosciences (Canada)","funders":"Novo Nordisk Fonden","keywords":"Medicine; Bladder cancer; Urothelial cancer; Urology; General surgery; 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":[0.01270574,0.0004847426,0.001502078,0.003743526,0.00440318,0.01048964,0.001500594,0.006438246,0.03971465],"category_scores_gemma":[0.03244509,0.0004675959,0.001324148,0.003344491,0.005989784,0.01424508,0.01114434,0.01253318,0.003794627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006832502,"about_ca_system_score_gemma":0.02002838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009929047,"about_ca_topic_score_gemma":0.0197033,"domain_scores_codex":[0.9910117,0.004025755,0.0007031457,0.0008147777,0.001586782,0.001857737],"domain_scores_gemma":[0.9675661,0.01243929,0.002636189,0.001200029,0.007168964,0.008989301],"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":[0.0008638166,0.0003746154,0.02041688,0.003182834,0.0003127388,0.0007055287,0.003380767,0.0008966948,0.000466598,0.2942002,0.2643977,0.4108016],"study_design_scores_gemma":[0.0000794544,0.0002948786,0.02024424,0.008050711,0.000260185,0.0008527479,0.009560063,0.0003989623,0.0004658834,0.2284268,0.7312261,0.0001400142],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009321588,0.2490064,0.00140584,0.6859413,0.01106614,0.00002413731,0.0006021997,0.0001159267,0.04251633],"genre_scores_gemma":[0.3192421,0.4000574,0.003515655,0.2242898,0.03118168,0.0001408941,0.001287091,0.0003164741,0.01996889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03971465,"threshold_uncertainty_score":0.1328588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03050697735704189,"score_gpt":0.283211821347399,"score_spread":0.2527048439903571,"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."}}