{"id":"W2591484293","doi":"10.1200/jco.2014.32.4_suppl.306","title":"Neoadjuvant gemcitabine-cisplatin (GC) for muscle-invasive bladder cancer (MIBC): Does midway CT staging predict for pathologic complete response (pCR)?","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Radiological weapon; Gemcitabine; Cisplatin; Neoadjuvant therapy; Internal medicine; Radiation therapy; Chemotherapy; Progressive disease; Cancer; Urology; Oncology; Surgery","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":[0.001212721,0.000146963,0.0002619587,0.0004452587,0.0001974309,0.0003892538,0.0002575702,0.000314521,0.0007110012],"category_scores_gemma":[0.003540097,0.0001395932,0.0001722477,0.0005698117,0.000311619,0.0003834605,0.0002600664,0.0002332219,0.0002343592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004197059,"about_ca_system_score_gemma":0.0003735869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273123,"about_ca_topic_score_gemma":0.003312152,"domain_scores_codex":[0.999624,0.0001412245,0.00007329127,0.00005713791,0.00006354105,0.00004077018],"domain_scores_gemma":[0.9979941,0.0007557319,0.0008226896,0.00005948732,0.000211148,0.0001569286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006720375,0.00002815145,0.9856741,0.00005386094,0.00001536241,0.0002195025,0.00004317534,0.0001060729,0.0008813197,0.000008280973,0.0001458689,0.01215235],"study_design_scores_gemma":[0.00002960949,0.0008991354,0.9920706,0.00007597608,0.00007003084,0.003205397,0.0002260229,0.001234698,0.0011877,0.00003975302,0.0009559368,0.000005221991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973236,0.001925997,0.0001764981,0.0001251497,0.000008946511,0.00002217444,0.0001043465,0.000003022423,0.0003102797],"genre_scores_gemma":[0.9990364,0.0004379537,0.0002495518,0.00003683319,0.00001610015,0.00001005196,0.0001512914,0.000001240962,0.0000605838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001273123,"threshold_uncertainty_score":0.006413519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1305535509564767,"score_gpt":0.4537866521078087,"score_spread":0.323233101151332,"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."}}