{"id":"W4285270205","doi":"10.1177/17588359221094879","title":"The prognostic impact of bone metastasis in patients with metastatic urothelial carcinoma treated with first-line platinum-based chemotherapy","year":2022,"lang":"en","type":"article","venue":"Therapeutic Advances in Medical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Metastatic Urothelial Carcinoma; Medicine; Chemotherapy; Urothelial carcinoma; Oncology; Metastasis; Bone metastasis; Internal medicine; First line; Carcinoma; Cancer research; Cancer; Bladder 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":[0.0005455213,0.0003121303,0.000913205,0.0002040641,0.0001324114,0.000004911982,0.0002149352,0.00006835027,0.0007824505],"category_scores_gemma":[0.00009494144,0.0001628695,0.000112139,0.0007789157,0.0005111903,0.00006722774,0.00003497889,0.0005136602,0.000001583841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007013738,"about_ca_system_score_gemma":0.001582364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003229951,"about_ca_topic_score_gemma":0.0009605931,"domain_scores_codex":[0.9971331,0.0004245556,0.0006154479,0.0003717761,0.0009518234,0.0005033133],"domain_scores_gemma":[0.9979901,0.001132148,0.0002875148,0.0003354127,0.00008979612,0.0001649765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02798878,0.003306807,0.8084892,0.00006601062,0.0003850538,0.0002932475,0.0003623108,0.001392904,0.000008929956,0.00002724887,0.000007601328,0.1576719],"study_design_scores_gemma":[0.08473451,0.05805694,0.8479818,0.0002091243,0.0006207875,0.0001110627,0.0003184608,0.001856531,0.00019473,0.0003587458,0.005187856,0.0003694641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928012,0.003123735,0.0003963159,0.001405277,0.00006374551,0.00184339,0.00006597486,0.0000268395,0.0002734982],"genre_scores_gemma":[0.9975829,0.0002902582,0.0005183535,0.0008121274,0.00002880856,0.0006288258,0.00005992549,0.000051148,0.00002763763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1573025,"threshold_uncertainty_score":0.8567284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586903876166198,"score_gpt":0.3268424962039521,"score_spread":0.3109734574422901,"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."}}