{"id":"W2019449237","doi":"10.1373/clinchem.2009.140046","title":"Prostate Cancer Screening with Prostate-Specific Antigen Testing: More Answers or More Confusion?","year":2010,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Confusion; Prostate-specific antigen; Prostate; Prostate cancer; Medicine; Antigen; Cancer; Prostate cancer screening; Oncology; Internal medicine; Immunology; Psychology","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":[0.0452971,0.001857042,0.004502255,0.004204543,0.003924178,0.01067161,0.004067761,0.02114518,0.006970097],"category_scores_gemma":[0.09843912,0.000975231,0.001943936,0.003656461,0.02855768,0.02507904,0.005955418,0.02818765,0.003631058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005030609,"about_ca_system_score_gemma":0.007675573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004673089,"about_ca_topic_score_gemma":0.006040472,"domain_scores_codex":[0.9666113,0.02014574,0.003488762,0.001840315,0.006719264,0.001194534],"domain_scores_gemma":[0.8862696,0.0714862,0.007780639,0.003820517,0.02523092,0.005412136],"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":[0.0005303082,0.0002776735,0.003758037,0.004982599,0.0003546572,0.001023731,0.002372496,0.0002951749,0.0008995709,0.05651605,0.6412134,0.2877764],"study_design_scores_gemma":[0.0002448976,0.0003214756,0.003596592,0.007351577,0.0002401783,0.003105305,0.007031437,0.0003866776,0.0004554188,0.1507984,0.8261882,0.000279826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002555804,0.1640964,0.0006685863,0.813324,0.02048267,0.00001042862,0.00002066313,0.00002365668,0.001117989],"genre_scores_gemma":[0.01064709,0.2275425,0.002295619,0.6312582,0.1258568,0.00003943499,0.00005065321,0.00006896244,0.002240716],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0452971,"threshold_uncertainty_score":0.2395568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09653026578055933,"score_gpt":0.4168338305914459,"score_spread":0.3203035648108866,"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."}}