{"id":"W2940599847","doi":"10.1097/ju.0000000000000621","title":"African American Race is Not Associated with Risk of Reclassification during Active Surveillance: Results from the Canary Prostate Cancer Active Surveillance Study","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute","keywords":"Medicine; Prostate cancer; Prostatectomy; Cohort; Prostate-specific antigen; African american; Biopsy; Internal medicine; Watchful waiting; Regimen; Cancer; Gynecology","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":[0.001479874,0.0002363124,0.0003904384,0.0005678212,0.0005801002,0.0008412884,0.0004050357,0.0004507818,0.001602437],"category_scores_gemma":[0.004870518,0.0002429137,0.0004784931,0.0006808031,0.000277391,0.0003719495,0.0004362267,0.0006465655,0.0002085692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001677373,"about_ca_system_score_gemma":0.0003456539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004567666,"about_ca_topic_score_gemma":0.005225782,"domain_scores_codex":[0.9991554,0.0003052081,0.00005443618,0.0001574059,0.0001869923,0.0001405064],"domain_scores_gemma":[0.9968907,0.000526308,0.001338217,0.00040383,0.0003006269,0.0005402879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00054759,0.00003806625,0.9971918,0.000008014735,0.0001049117,0.00004749554,0.00008628855,0.00002237052,0.0001428203,0.000024207,0.0001986425,0.00158783],"study_design_scores_gemma":[0.00002414266,0.00009759269,0.9988438,0.00001025415,0.0001071489,0.0001717169,0.00009908277,0.0001770022,0.00006610331,0.00003662938,0.000361229,0.000005204548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984549,0.0004560021,0.00008570497,0.00008471141,0.00001756866,0.000008048009,0.0002602064,0.000002981526,0.00062977],"genre_scores_gemma":[0.9995131,0.00008100821,0.00003002038,0.00002999119,0.00001790057,0.000003155576,0.0002018642,0.000002851937,0.0001200828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004567666,"threshold_uncertainty_score":0.009082139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451798026164965,"score_gpt":0.2701299612763002,"score_spread":0.2556119810146506,"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."}}