{"id":"W4400289859","doi":"10.1002/ijc.35077","title":"Contemporary survival in metastatic bladder cancer patients: A population‐based study","year":2024,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Bladder cancer; Medicine; Oncology; Population; Cancer; Metastasis; Internal medicine; Environmental health","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":[0.0006175364,0.00027722,0.0005135804,0.0006511019,0.0004261993,0.0007856742,0.0003943312,0.000587732,0.0009353221],"category_scores_gemma":[0.001499161,0.000281069,0.0005216497,0.00143897,0.0002836937,0.0008085746,0.0006153812,0.0006475429,0.0002343254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003639958,"about_ca_system_score_gemma":0.0003363852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004300713,"about_ca_topic_score_gemma":0.005148833,"domain_scores_codex":[0.9996259,0.00007830722,0.00003680477,0.0001376391,0.00006952512,0.00005176957],"domain_scores_gemma":[0.999201,0.0001133934,0.000344021,0.00009625142,0.00008072567,0.0001646518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001348443,0.00003079281,0.9985934,0.00000982082,0.000106322,0.00005330418,0.00006666099,0.00004345862,0.00009119336,0.00001804838,0.0001033012,0.0007488121],"study_design_scores_gemma":[0.00001572754,0.0001585333,0.998805,0.000006203929,0.00007760694,0.0002572663,0.0001740148,0.0002142555,0.0000212403,0.00003361389,0.0002304293,0.00000616277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989336,0.000258356,0.00006800178,0.0000269325,0.000003810066,0.000007392791,0.0004397794,0.000002866582,0.0002592784],"genre_scores_gemma":[0.9990256,0.0001466672,0.00003508069,0.00002959017,0.00001554493,0.0000110571,0.0006869266,0.000001709205,0.00004774105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004300713,"threshold_uncertainty_score":0.008551359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04265871964585419,"score_gpt":0.3893986208432788,"score_spread":0.3467399011974246,"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."}}