{"id":"W2607199659","doi":"10.1016/j.eururo.2017.04.006","title":"Seeking the Molecular Truth in Bladder Cancer: Biology = Genome × (Transcriptome) 2","year":2017,"lang":"en","type":"letter","venue":"European Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Transcriptome; Genome; Bladder cancer; Computational biology; Cancer; Genetics; Gene; Internal medicine; Gene expression; Biology","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":[0.003200712,0.0004299212,0.001194692,0.0004412485,0.002098136,0.002724987,0.0009148869,0.01860366,0.007784041],"category_scores_gemma":[0.01896561,0.0004274004,0.0007727598,0.0004200918,0.003324274,0.00430496,0.001749252,0.0321398,0.005191311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002181982,"about_ca_system_score_gemma":0.002062505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001932447,"about_ca_topic_score_gemma":0.003350936,"domain_scores_codex":[0.9983069,0.0008209439,0.0001519342,0.0002042108,0.0003465668,0.0001694123],"domain_scores_gemma":[0.9855177,0.01093028,0.0006476691,0.0004662466,0.001252277,0.001185875],"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":[0.0001133742,0.00004479761,0.001798861,0.0001150727,0.00003674283,0.001297466,0.0002019411,0.0001290765,0.0003470019,0.01177407,0.9371453,0.04699625],"study_design_scores_gemma":[0.0001871826,0.0001287241,0.002014887,0.0006122977,0.00009427971,0.003849702,0.0008375265,0.0009440499,0.0005689575,0.09533214,0.8953388,0.0000914036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002850199,0.002717658,0.0002185807,0.9873407,0.008402669,0.000002557659,0.00003210627,0.00001941265,0.0009812278],"genre_scores_gemma":[0.01065144,0.005257606,0.000619329,0.9120146,0.06710438,0.00002300131,0.00004461702,0.00002843491,0.004256608],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01860366,"threshold_uncertainty_score":0.0260402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02454553561139326,"score_gpt":0.289450091162787,"score_spread":0.2649045555513937,"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."}}