{"id":"W4414083751","doi":"10.1002/pros.70045","title":"USPSTF Recommendation Against PSA Screening vs. Stage and Cancer‐Specific Mortality in Localized Prostate Cancer","year":2025,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Prostate cancer; Stage (stratigraphy); Prostate-specific antigen; Prostate disease; Incidence (geometry); Disease; MEDLINE","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":[0.04189467,0.0008079408,0.003016189,0.004514455,0.0009093015,0.002637283,0.003495818,0.00703561,0.004499159],"category_scores_gemma":[0.1305498,0.0006819421,0.004399775,0.004041153,0.001407315,0.0009587992,0.00119479,0.003289693,0.001657545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00368896,"about_ca_system_score_gemma":0.008438702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04345468,"about_ca_topic_score_gemma":0.03963285,"domain_scores_codex":[0.9692086,0.01050215,0.00561083,0.001782704,0.0116157,0.001280099],"domain_scores_gemma":[0.8539279,0.07117483,0.03350347,0.003533666,0.03107744,0.006782812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002534,0.0001753625,0.141469,0.00926102,0.003873475,0.0002154192,0.0002477219,0.001215494,0.0003285562,0.004391309,0.7290692,0.1072194],"study_design_scores_gemma":[0.005022316,0.001044792,0.482327,0.04208493,0.0117803,0.0009285588,0.0003532205,0.006415861,0.001028183,0.005383327,0.4431533,0.0004782],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08776406,0.3405975,0.004955969,0.3718629,0.06107858,0.001798212,0.08071104,0.0009236382,0.05030804],"genre_scores_gemma":[0.5511712,0.1240376,0.02062169,0.1964794,0.03778183,0.002943214,0.05282261,0.0004514771,0.01369094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04345468,"threshold_uncertainty_score":0.2215629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03704132144099491,"score_gpt":0.3388914040482059,"score_spread":0.301850082607211,"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."}}