{"id":"W2160754769","doi":"10.1016/j.juro.2014.02.2422","title":"PD35-09 TALL SCORE FOR PREDICTION OF ONCOLOGICAL OUTCOMES AFTER RADICAL NEPHROURETERECTOMY FOR HIGH GRADE UPPER TRACT UROTHELIAL CARCINOMA","year":2014,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Urothelial carcinoma; Medicine; Cancer; Bladder cancer; Internal medicine","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":[0.0006861715,0.0003209644,0.0003829528,0.001126221,0.000337662,0.0008369113,0.0003760294,0.0005883003,0.003837621],"category_scores_gemma":[0.003512842,0.0001725061,0.0006532678,0.00069792,0.000207183,0.0004774609,0.0006912928,0.0008292407,0.001108639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003860286,"about_ca_system_score_gemma":0.0004669618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004609493,"about_ca_topic_score_gemma":0.006823228,"domain_scores_codex":[0.9996772,0.00006270788,0.00003565685,0.00005253288,0.0001178955,0.00005406262],"domain_scores_gemma":[0.9984951,0.0003340384,0.0003968302,0.00005749326,0.0003106166,0.0004057963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006645396,0.00004907289,0.9803818,0.00002858973,0.0000820903,0.00006701799,0.00003067189,0.0001920827,0.0002401146,0.0000418865,0.002817685,0.01540445],"study_design_scores_gemma":[0.00004399286,0.0003012198,0.9949076,0.00005758236,0.0001172011,0.0003633198,0.0001270587,0.001713265,0.000254249,0.0001227181,0.001971326,0.00002056297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858907,0.004074668,0.0004571843,0.001035012,0.0002511205,0.00004320106,0.002905016,0.00005293801,0.005290042],"genre_scores_gemma":[0.9943604,0.0009189906,0.0004479123,0.0001208375,0.0001307963,0.00002758175,0.002396459,0.000009669777,0.00158749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004609493,"threshold_uncertainty_score":0.01283813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02910829595552895,"score_gpt":0.2890578149847464,"score_spread":0.2599495190292174,"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."}}