{"id":"W2782277425","doi":"10.1038/bjc.2017.429","title":"Prostate-specific antigen velocity in a prospective prostate cancer screening study of men with genetic predisposition","year":2018,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill Genome Centre; McGill University Health Centre","funders":"National Cancer Institute; European Regional Development Fund; Instituto de Salud Carlos III; Cancer Council Tasmania; Sidney Kimmel Center for Prostate and Urologic Cancers; Vetenskapsrådet; Javna Agencija za Raziskovalno Dejavnost RS; Royal Marsden NHS Foundation Trust; Prostate Cancer Foundation of Australia; Generalitat de Catalunya; National Institute for Health and Care Research; NorthShore University HealthSystem; Victorian Cancer Agency; Cancer Australia; Cancerfonden; Centro de Investigación Biomédica en Red de Cáncer; Prostate Cancer Foundation; Myriad Genetics; Cancer Research UK","keywords":"Prostate cancer; Prostate-specific antigen; Medicine; Genetic predisposition; Prostate; Prospective cohort study; Oncology; Antigen; Internal medicine; Cancer; Immunology; Disease","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":[0.001443691,0.0003737126,0.0006035733,0.0008835496,0.0008577687,0.001049799,0.0004821886,0.0007720749,0.002085752],"category_scores_gemma":[0.003389028,0.0006073641,0.0006223304,0.001568762,0.0004310694,0.0005359997,0.0006500981,0.001113295,0.0003545397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003792979,"about_ca_system_score_gemma":0.0007287394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01035591,"about_ca_topic_score_gemma":0.008416682,"domain_scores_codex":[0.9990915,0.0003823843,0.00006681724,0.0001785488,0.0001602404,0.0001206196],"domain_scores_gemma":[0.9983463,0.0003755774,0.0004664747,0.000140017,0.0001321319,0.0005394437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002235375,0.00005703711,0.998928,0.000008220518,0.00007148198,0.00009469003,0.0000720517,0.00002567432,0.00007211838,0.00001760188,0.00005040737,0.0003791522],"study_design_scores_gemma":[0.00002028511,0.0002401065,0.9990915,0.000004432263,0.0000515557,0.0002756029,0.00008879512,0.00007871794,0.00001701945,0.0000227324,0.0001055286,0.000003637913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984003,0.0006653224,0.00005166686,0.00007021206,0.00001421672,0.000016015,0.0002887394,0.000003685865,0.0004898332],"genre_scores_gemma":[0.9995016,0.0001103795,0.00003431411,0.00002747243,0.000009760225,0.000007617047,0.0001799415,0.000001675314,0.0001272083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01035591,"threshold_uncertainty_score":0.02059126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013363397330363,"score_gpt":0.284959391976129,"score_spread":0.2715959946457659,"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."}}