{"id":"W2765165203","doi":"10.5041/rmmj.10318","title":"Update on Screening for Urological Malignancies","year":2017,"lang":"en","type":"review","venue":"Rambam Maimonides Medical Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Prostate cancer screening; Prostate cancer; Intensive care medicine; Cancer screening; Cancer; Bioinformatics; Prostate-specific antigen; Internal medicine; Biology","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":[0.001470984,0.0007868895,0.001539396,0.004655614,0.0002857017,0.001100663,0.001427135,0.001754757,0.007851921],"category_scores_gemma":[0.004372399,0.0003567084,0.001463872,0.003300833,0.0003921403,0.001565192,0.000754176,0.002021113,0.002422296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009814617,"about_ca_system_score_gemma":0.002914939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003393536,"about_ca_topic_score_gemma":0.006382056,"domain_scores_codex":[0.9991422,0.0002091416,0.0002186898,0.00007261146,0.0003155963,0.00004178793],"domain_scores_gemma":[0.9973943,0.001463397,0.0003464043,0.00004032189,0.0006555669,0.00009997596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007255479,0.00004853162,0.000316904,0.06502794,0.0002906291,0.000239309,0.0001089724,0.0002011353,0.0003518663,0.002256569,0.1480782,0.7830073],"study_design_scores_gemma":[0.00002258089,0.0000526941,0.001022361,0.03488585,0.0005108229,0.001070971,0.00005482539,0.00005033527,0.00009255354,0.0008264476,0.9613939,0.00001656879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005535183,0.9967666,0.00007663097,0.001256262,0.000702316,0.00001188927,0.00008269821,0.00001018872,0.001038169],"genre_scores_gemma":[0.0003295069,0.9977488,0.000208622,0.0008469131,0.0004156798,0.0000098625,0.0001029826,0.000001839996,0.0003357173],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007851921,"threshold_uncertainty_score":0.02626729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1769335618295667,"score_gpt":0.4338515096995366,"score_spread":0.2569179478699699,"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."}}