{"id":"W2128736193","doi":"10.1097/01.ju.0000171051.35187.d0","title":"PROSTATE SPECIFIC ANTIGEN BASED PROSTATE CANCER SCREENING: ACCUMULATING EVIDENCE OF EFFICACY BUT PERSISTENT UNCERTAINTY","year":2005,"lang":"en","type":"letter","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rectal examination; Prostate cancer; Prostate cancer screening; Prostate; Prostate-specific antigen; Oncology; Internal medicine; Gynecology; Cancer; Prostate biopsy; Randomized controlled trial; Urology","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":[0.09193902,0.001230919,0.005306584,0.007773185,0.0009727014,0.007734593,0.003382086,0.003822865,0.01891738],"category_scores_gemma":[0.3062014,0.001309309,0.003812565,0.009285556,0.00615361,0.007874274,0.004463455,0.006491455,0.003100914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004596546,"about_ca_system_score_gemma":0.00651157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006217308,"about_ca_topic_score_gemma":0.009071782,"domain_scores_codex":[0.9253705,0.04190462,0.009189166,0.005660593,0.01660033,0.001274882],"domain_scores_gemma":[0.3980237,0.4821818,0.05385127,0.0214671,0.04055969,0.003916418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008514537,0.0003674823,0.06563694,0.07186358,0.03407871,0.0004447477,0.001206516,0.00213872,0.000503329,0.01913349,0.1230683,0.6730437],"study_design_scores_gemma":[0.0068689,0.006180742,0.194826,0.2416417,0.09462941,0.001622969,0.003979707,0.003928553,0.001878074,0.1555404,0.2879357,0.0009677972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.007474519,0.8135182,0.001489118,0.1618835,0.002299397,0.0001532804,0.002960606,0.00005156124,0.01016975],"genre_scores_gemma":[0.2861934,0.6139714,0.003536142,0.07287935,0.01739204,0.0002160657,0.004196578,0.0001160836,0.001498958],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09193902,"threshold_uncertainty_score":0.4862258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07948537337671942,"score_gpt":0.3321462975811842,"score_spread":0.2526609242044648,"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."}}