{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000498909,0.0002669224,0.0004363531,0.0001345129,0.0001853322,0.00007899978,0.00008932102,0.00006059621,0.000121646],"category_scores_gemma":[0.00002275141,0.0001866016,0.00006182909,0.0004739804,0.0001600887,0.0001538173,0.0001088773,0.0002877303,0.000004087974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004180809,"about_ca_system_score_gemma":0.0002304133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003381329,"about_ca_topic_score_gemma":0.001499193,"domain_scores_codex":[0.9983076,0.0001161212,0.0004592857,0.0004906054,0.0001877535,0.0004386735],"domain_scores_gemma":[0.9991916,0.0000866559,0.0001621148,0.0003465858,0.0001057399,0.0001072995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001186552,0.0001788209,0.6403443,0.0002983894,0.0002526234,0.00003870086,0.001743827,0.0003574189,0.0005051039,0.0001937168,0.002297291,0.3526033],"study_design_scores_gemma":[0.01207793,0.0003109888,0.7350678,0.002090126,0.000300614,0.000003207163,0.0008053592,0.004210229,0.01168365,0.0008301314,0.2321477,0.0004722642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644225,0.008494724,0.0001072645,0.02267989,0.0002757574,0.002445485,0.0004167295,0.00010766,0.001049952],"genre_scores_gemma":[0.9306798,0.06239947,0.0002056886,0.002746718,0.00005512522,0.001559449,0.0001897076,0.00003389876,0.002130148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.352131,"threshold_uncertainty_score":0.760939,"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."}}