{"id":"W4390046835","doi":"10.1159/000534858","title":"Metastatic Squamous Cell Carcinoma of the Urinary Bladder: Urgent Call for New Therapies","year":2023,"lang":"en","type":"article","venue":"Urologia Internationalis","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Oncology; Urinary bladder; Urology; Internal medicine; Carcinoma; 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":[0.00009596024,0.0001190452,0.0001755366,0.000085218,0.00004852585,0.000007525121,0.0001788417,0.00003865111,0.0003997454],"category_scores_gemma":[0.0001159373,0.00007516201,0.0001956262,0.0001470973,0.00005904627,0.00002985281,0.00005794692,0.00007182563,0.0000291502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004416139,"about_ca_system_score_gemma":0.0001895229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003809131,"about_ca_topic_score_gemma":0.00001759079,"domain_scores_codex":[0.9991507,0.00003044809,0.0002141227,0.0001818793,0.0002607136,0.0001621507],"domain_scores_gemma":[0.9993315,0.0001793551,0.00009368711,0.0002236328,0.0001000792,0.00007171007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002439418,0.001976387,0.6430858,0.0004172124,0.001528242,0.0001672827,0.005775813,0.0004313498,0.009464609,0.006031611,0.3219233,0.006758993],"study_design_scores_gemma":[0.009441188,0.003535027,0.8563036,0.0000303757,0.0008755428,0.0001097233,0.000286532,0.001549538,0.04222181,0.007052541,0.07829289,0.0003011756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850398,0.0008383023,0.0003154778,0.008774315,0.0006010831,0.0008557243,0.0002130815,0.00006807673,0.003294106],"genre_scores_gemma":[0.9886174,0.00002073413,0.0003148685,0.001343849,0.0001350964,0.00009679858,0.00006985198,0.00002038225,0.009381046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2436304,"threshold_uncertainty_score":0.4376931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03975964232458783,"score_gpt":0.2989579024906475,"score_spread":0.2591982601660596,"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."}}