{"id":"W4214489524","doi":"10.5489/cuaj.7580","title":"Localized prostate cancer: An analysis of the CDC Breast and Prostate Cancer Data Quality and Patterns of Care study (CDC PoC-BP)","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; National Center for Chronic Disease Prevention and Health Promotion; Hamill Foundation; Louisiana State University; Wake Forest University; Emory University; Minnesota Department of Health","keywords":"Medicine; Prostate cancer; Interquartile range; Hazard ratio; Prostatectomy; Internal medicine; Confidence interval; Comorbidity; Propensity score matching; Proportional hazards model; Cancer; Subgroup analysis; Androgen deprivation therapy; Oncology; Urology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003953696,0.0003296489,0.0008771351,0.001835349,0.0004522406,0.0008928023,0.0008104174,0.0004387614,0.001328986],"category_scores_gemma":[0.005642805,0.0003738566,0.001257084,0.00617785,0.0002884392,0.0004760215,0.001369001,0.0006555439,0.0002477471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045596,"about_ca_system_score_gemma":0.001612135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03615216,"about_ca_topic_score_gemma":0.03716967,"domain_scores_codex":[0.9968402,0.001259594,0.0003939198,0.0006107827,0.000660033,0.0002354571],"domain_scores_gemma":[0.9938647,0.0008175022,0.002891276,0.0008073684,0.0008048833,0.0008140643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001194681,0.00001907688,0.9985909,0.00002845109,0.0002385873,0.00001700325,0.00003024461,0.00004646549,0.00003510937,0.00001802189,0.0003443133,0.0005124004],"study_design_scores_gemma":[0.00002723545,0.00004795603,0.9992211,0.00001069699,0.00008783933,0.00004064751,0.00006265363,0.0001647148,0.00001476701,0.00001254016,0.0003062355,0.000003549268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803843,0.001326438,0.0003251093,0.0001783022,0.00001671437,0.0001105709,0.01703227,0.00001450752,0.0006118253],"genre_scores_gemma":[0.9879025,0.0002529879,0.0002480878,0.00007460164,0.00001697872,0.0001156991,0.01122553,0.000008061604,0.0001555618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03615216,"threshold_uncertainty_score":0.07188344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03226231779570225,"score_gpt":0.3203192875775981,"score_spread":0.2880569697818959,"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."}}