{"id":"W2145702507","doi":"10.1111/j.1442-2042.2008.02122.x","title":"Prostate specific antigen (PSA)‐based screening","year":2008,"lang":"en","type":"letter","venue":"International Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Prostate cancer screening; Lower urinary tract symptoms; Prostate-specific antigen; Gynecology; Prostate; Population; Urology; Cancer; Oncology; Family medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007891039,0.0008917188,0.001642243,0.00204413,0.0006549818,0.001930821,0.001367929,0.002902512,0.003875829],"category_scores_gemma":[0.01733631,0.0005284147,0.001108989,0.001636204,0.001319228,0.001450877,0.0008368798,0.005793302,0.00218411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00118862,"about_ca_system_score_gemma":0.002625882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005068087,"about_ca_topic_score_gemma":0.008425358,"domain_scores_codex":[0.9943213,0.002013385,0.001141096,0.0005826037,0.001670572,0.0002709775],"domain_scores_gemma":[0.990426,0.002817569,0.001001408,0.0002124614,0.004781888,0.0007606691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001152723,0.00001939741,0.001978965,0.0008898337,0.00008674634,0.0002706831,0.00008896062,0.00003183839,0.0002961485,0.0006808662,0.9363877,0.05915343],"study_design_scores_gemma":[0.00008078923,0.0001589029,0.01158152,0.001834014,0.0001811232,0.001956313,0.0001717441,0.0001791101,0.0004034068,0.001084132,0.9823142,0.00005459731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.002421333,0.3378232,0.001618119,0.2312148,0.4169355,0.00007163174,0.0005097642,0.0001133291,0.00929233],"genre_scores_gemma":[0.02917968,0.3820285,0.003300221,0.1295687,0.4347362,0.0000975344,0.00120882,0.0001741268,0.01970623],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.007891039,"threshold_uncertainty_score":0.04173231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03516937517056096,"score_gpt":0.2968825421883396,"score_spread":0.2617131670177786,"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."}}