{"id":"W2974215038","doi":"10.1016/j.eururo.2019.08.019","title":"Interim Results from the IMPACT Study: Evidence for Prostate-specific Antigen Screening in BRCA2 Mutation Carriers","year":2019,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":240,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Jewish General Hospital; Institute of Cancer Research","funders":"National Cancer Institute; National Institute for Health and Care Research; Cancer Research UK","keywords":"Medicine; Prostate-specific antigen; Interim; Mutation; Oncology; Prostate; Internal medicine; Gynecology; Cancer; Genetics","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":[0.084816,0.002230366,0.004186587,0.003191586,0.001191623,0.006321166,0.003878484,0.004004991,0.02664668],"category_scores_gemma":[0.1787017,0.00147586,0.01356794,0.004414286,0.001432277,0.004030885,0.003558287,0.003419001,0.004012513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008360541,"about_ca_system_score_gemma":0.003160533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003145525,"about_ca_topic_score_gemma":0.004088545,"domain_scores_codex":[0.940793,0.03912387,0.006493554,0.004183288,0.007268923,0.002137319],"domain_scores_gemma":[0.7205139,0.1889031,0.03852088,0.02607587,0.01827512,0.007711094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2365009,0.001437991,0.349028,0.04292872,0.1472075,0.002210932,0.001076771,0.002758101,0.002191366,0.002180174,0.1053412,0.1071384],"study_design_scores_gemma":[0.0500872,0.01806408,0.5486685,0.01551479,0.2493605,0.002487718,0.001106385,0.001729519,0.002710242,0.003766387,0.1060113,0.0004933986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3104054,0.3315946,0.02847552,0.01808614,0.02070309,0.009321616,0.210364,0.002366971,0.06868263],"genre_scores_gemma":[0.8336619,0.02662868,0.01958736,0.01969592,0.006503211,0.007727845,0.07315572,0.001095007,0.01194431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.084816,"threshold_uncertainty_score":0.4485552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0811281474935512,"score_gpt":0.3533391881580847,"score_spread":0.2722110406645335,"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."}}