{"id":"W2001494890","doi":"10.5489/cuaj.2077","title":"Uptake of neoadjuvant chemotherapy for invasive bladder cancer","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Chemotherapy; Bladder cancer; Medicine; Oncology; Urology; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005622497,0.0001286656,0.000317831,0.0003750917,0.0002496863,0.0006604833,0.0002761842,0.000486417,0.00418337],"category_scores_gemma":[0.005527121,0.0001251203,0.0004230852,0.0005328778,0.00028475,0.000486141,0.0003812537,0.0006234183,0.0002521713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002529702,"about_ca_system_score_gemma":0.001592383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03401133,"about_ca_topic_score_gemma":0.1060045,"domain_scores_codex":[0.9992606,0.0002324412,0.00007460235,0.000100499,0.000167495,0.0001643525],"domain_scores_gemma":[0.9980018,0.0006874147,0.0005903033,0.00007170034,0.0003118769,0.0003369945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001492917,0.00008627772,0.938724,0.0002559051,0.0001490629,0.0002831064,0.0003300529,0.0006359449,0.002351047,0.0005256241,0.001796388,0.05336966],"study_design_scores_gemma":[0.00001459257,0.0002497376,0.992954,0.00009738858,0.0001747133,0.0004579652,0.0004679562,0.0007238119,0.0005132201,0.0001797325,0.004155981,0.00001104778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659824,0.01292892,0.0002597379,0.003842064,0.000145724,0.000026174,0.001357493,0.00001808033,0.01543936],"genre_scores_gemma":[0.9967713,0.001334811,0.0001192336,0.0002281001,0.00005232206,0.000006919681,0.0004694547,0.000007821168,0.001010141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03401133,"threshold_uncertainty_score":0.06762671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752637234750535,"score_gpt":0.2651408632987277,"score_spread":0.2476144909512224,"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."}}