{"id":"W3007024026","doi":"10.1200/jco.2020.38.15_suppl.e19390","title":"Resource utilization and cost efficacy analysis of dose-dense methotrexate, vinblastine, doxorubicin, and cisplatin (DD-MVAC) versus gemcitabine-cisplatin (GC) as neoadjuvant chemotherapy (NAC) for muscle invasive bladder cancer (MIBC).","year":2020,"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":"Augmentium Pharma Consulting (Canada)","funders":"","keywords":"Medicine; Internal medicine; Bladder cancer; Chemotherapy; Cisplatin; Gemcitabine; Vinblastine; Urology; Oncology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003133537,0.0003950071,0.0007318761,0.001028468,0.0001322007,0.0006105842,0.0006979243,0.000522476,0.002846506],"category_scores_gemma":[0.00777334,0.000248429,0.002465485,0.001041857,0.0003229647,0.0007345865,0.0007703067,0.0006448587,0.0001406463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002785221,"about_ca_system_score_gemma":0.0007606923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00575368,"about_ca_topic_score_gemma":0.003364896,"domain_scores_codex":[0.9976234,0.001607939,0.0001341686,0.0001839792,0.0001792182,0.0002713694],"domain_scores_gemma":[0.9960933,0.002132796,0.001148842,0.00008913819,0.0001546238,0.0003812852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09084105,0.004231104,0.7472899,0.0008951068,0.006914435,0.0003359472,0.0002640335,0.08003695,0.001535701,0.001978941,0.002553638,0.06312312],"study_design_scores_gemma":[0.002934398,0.02286123,0.814649,0.0001759355,0.003086166,0.0003283333,0.0005065385,0.1523102,0.001006457,0.000917679,0.001151355,0.0000726587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973972,0.00105777,0.0002699413,0.0002292201,0.00001106952,0.00006752201,0.0005749522,0.000005405438,0.0003869156],"genre_scores_gemma":[0.9991727,0.000129606,0.0001724314,0.00004094808,0.00001051484,0.00003236765,0.0003705332,0.000002074413,0.00006886769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00575368,"threshold_uncertainty_score":0.0202083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2080785402147728,"score_gpt":0.4808273093956392,"score_spread":0.2727487691808663,"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."}}