{"id":"W2905539785","doi":"10.1016/j.canep.2018.11.007","title":"Is neoadjuvant chemotherapy for pT2 bladder cancer associated with a survival benefit in a population-based analysis?","year":2018,"lang":"en","type":"article","venue":"Cancer Epidemiology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Bladder cancer; Oncology; Chemotherapy; Neoadjuvant therapy; Internal medicine; Population; Cancer; Breast cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005013469,0.0002927897,0.001248984,0.0002553947,0.00008909657,0.000005269994,0.0001060929,0.0002459004,0.001475551],"category_scores_gemma":[0.0001990639,0.0002190909,0.0002543791,0.0007228015,0.000141465,0.00004414068,0.000009936097,0.000156982,0.000006251038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006297298,"about_ca_system_score_gemma":0.0003845935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01557074,"about_ca_topic_score_gemma":0.03692159,"domain_scores_codex":[0.9979386,0.0001287164,0.0005335376,0.0006415786,0.0001428398,0.0006147095],"domain_scores_gemma":[0.9983147,0.0006013284,0.0002844767,0.0003573211,0.0002792593,0.0001629189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001542384,0.0001399934,0.9895406,0.00002417059,0.002321783,0.000003155183,0.0002080163,0.0005506467,0.00003464889,0.00009167099,0.001517302,0.004025626],"study_design_scores_gemma":[0.007552003,0.0007397801,0.9787983,0.0001406565,0.001373562,6.883595e-7,0.00001829902,0.00795629,0.000301167,0.0008132394,0.002061876,0.0002441749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697965,0.002800689,0.002122107,0.02240503,0.0005419319,0.001366402,0.0005674004,0.0000916148,0.0003083445],"genre_scores_gemma":[0.9783247,0.0001643175,0.0006673038,0.01806659,0.0005427102,0.000969765,0.0002916829,0.00005344003,0.0009195181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02135085,"threshold_uncertainty_score":0.9994372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07228863351713502,"score_gpt":0.3977555109674163,"score_spread":0.3254668774502814,"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."}}