{"id":"W2913857335","doi":"10.1016/j.eururo.2019.01.011","title":"Impact of Immune and Stromal Infiltration on Outcomes Following Bladder-Sparing Trimodality Therapy for Muscle-Invasive Bladder Cancer","year":2019,"lang":"en","type":"article","venue":"European Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Genome British Columbia","funders":"National Cancer Institute; Bladder Cancer Advocacy Network; Burroughs Wellcome Fund","keywords":"Medicine; Bladder cancer; Cystectomy; Stromal cell; Interquartile range; Oncology; Hazard ratio; Cohort; Internal medicine; Urology; Cancer; Confidence interval","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":[0.0005589272,0.0001296527,0.0003978368,0.0001672997,0.0002046009,0.0005370365,0.0001665853,0.0002607114,0.001264132],"category_scores_gemma":[0.001881204,0.00004721983,0.000730777,0.0002507291,0.0002578028,0.0004902544,0.0003662799,0.0005901859,0.0001192476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003871403,"about_ca_system_score_gemma":0.0003826406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007672511,"about_ca_topic_score_gemma":0.002442268,"domain_scores_codex":[0.9996297,0.0001034213,0.00003275601,0.00004843177,0.00005514617,0.0001304939],"domain_scores_gemma":[0.999019,0.0002304901,0.0004029753,0.00003263158,0.00008462164,0.0002301192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01850808,0.001097551,0.7891379,0.0004424182,0.001616167,0.000429841,0.0003094392,0.002045169,0.00409476,0.0002628002,0.001182046,0.1808738],"study_design_scores_gemma":[0.0001036072,0.004593708,0.9915174,0.0000811895,0.0006415361,0.0003192675,0.0002856437,0.00061347,0.0005091414,0.0003216633,0.0009978962,0.00001533683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955454,0.002882226,0.00009028961,0.0002317999,0.0000545519,0.000007904495,0.0001259213,0.000004237481,0.001057495],"genre_scores_gemma":[0.999011,0.0003923966,0.00003022533,0.0001068798,0.00004988387,0.00000523268,0.0001644327,0.000001493098,0.0002383115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001264132,"threshold_uncertainty_score":0.00422895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02720480250149077,"score_gpt":0.327166841812755,"score_spread":0.2999620393112642,"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."}}