{"id":"W2469074081","doi":"10.1016/j.ccell.2016.06.012","title":"Molecular Subtypes of Non-muscle Invasive Bladder Cancer","year":2016,"lang":"en","type":"letter","venue":"Cancer Cell","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; BC Cancer Agency","funders":"","keywords":"Bladder cancer; Cancer; Cancer research; Biology; Cancer cell; Pathology; Oncology; Medicine; Genetics","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":[0.001201225,0.0004297978,0.001195354,0.0005484913,0.001600059,0.001703735,0.000786168,0.01434126,0.004341974],"category_scores_gemma":[0.008989357,0.0004639764,0.0009416394,0.0005564033,0.001393837,0.001836156,0.0009940829,0.01703256,0.002531245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002501254,"about_ca_system_score_gemma":0.001984648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002610701,"about_ca_topic_score_gemma":0.00657626,"domain_scores_codex":[0.9988222,0.000353588,0.000214239,0.0001121259,0.0002960052,0.0002018887],"domain_scores_gemma":[0.9979085,0.001052651,0.0002191283,0.00009241782,0.0003365767,0.0003908627],"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":[0.0002374311,0.0001165592,0.01060718,0.0002343981,0.00004465877,0.01484944,0.0002139938,0.0002970803,0.001009097,0.008776387,0.9066032,0.05701064],"study_design_scores_gemma":[0.0005070785,0.0002952884,0.0114511,0.001011631,0.0001753391,0.05422045,0.0007860014,0.00221359,0.001011155,0.03097278,0.8972577,0.00009793044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002761964,0.005377605,0.0001754259,0.9691325,0.01462526,0.00001743411,0.0001101592,0.0000196672,0.007780079],"genre_scores_gemma":[0.05632607,0.01282741,0.0008725668,0.7457104,0.1657437,0.00009364316,0.0002898044,0.00003489478,0.01810139],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01434126,"threshold_uncertainty_score":0.01814795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486787286409836,"score_gpt":0.2742496603119564,"score_spread":0.259381787447858,"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."}}