{"id":"W2056472977","doi":"10.1016/j.urolonc.2013.07.001","title":"Posttreatment prognostic nomogram for patients with metastatic urothelial cancer completing first-line cisplatin-based chemotherapy","year":2013,"lang":"en","type":"article","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Nomogram; Medicine; Proportional hazards model; Oncology; Internal medicine; Concordance; Chemotherapy; Confidence interval; Cisplatin; Urothelial cancer; Prognostic variable; Metastatic Urothelial Carcinoma; Cancer; Bladder cancer; Urothelial carcinoma","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":[0.0003903878,0.0003718712,0.0004684068,0.0005840345,0.0003699264,0.000521111,0.0003678193,0.0005280157,0.00268515],"category_scores_gemma":[0.002027471,0.0001043126,0.0005696923,0.0004166144,0.0001285175,0.0004526296,0.0002862686,0.0005099881,0.0005610524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003076386,"about_ca_system_score_gemma":0.0003815479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001447633,"about_ca_topic_score_gemma":0.003051408,"domain_scores_codex":[0.9998982,0.00002024488,0.00001209834,0.00002000862,0.00001638147,0.00003321989],"domain_scores_gemma":[0.9990984,0.0002646921,0.0002134593,0.00005407689,0.0001450431,0.0002243914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001199785,0.00005352414,0.9845509,0.00001951238,0.00004893305,0.000181865,0.00003437768,0.000498927,0.0008225335,0.00004570463,0.001069693,0.01147418],"study_design_scores_gemma":[0.00003928729,0.0004516926,0.9935058,0.00001068145,0.0001792025,0.0007727242,0.000124598,0.003025593,0.0005269682,0.00009180822,0.00126131,0.00001027487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939457,0.0006025549,0.0008222447,0.0002347609,0.00006914205,0.00002093129,0.001354108,0.00005690878,0.002893541],"genre_scores_gemma":[0.9972965,0.0001261142,0.0003520917,0.0000335872,0.00003943817,0.00001498978,0.00157595,0.000009467887,0.0005518374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00268515,"threshold_uncertainty_score":0.008982778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02992241614387561,"score_gpt":0.3127040911149958,"score_spread":0.2827816749711202,"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."}}