{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000379572,0.0003205955,0.0005375149,0.00003209594,0.000192927,0.00006179394,0.0002132512,0.0002885603,0.0008009778],"category_scores_gemma":[0.0004238217,0.0001941248,0.0001218414,0.0004064843,0.001012367,0.00008657343,0.0001128012,0.001358078,0.00001778566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000512471,"about_ca_system_score_gemma":0.000892762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000457649,"about_ca_topic_score_gemma":0.000009312091,"domain_scores_codex":[0.9974986,0.00001986239,0.0005633692,0.0007586599,0.0005333814,0.0006260921],"domain_scores_gemma":[0.997757,0.0003139503,0.0001851854,0.0006185701,0.0004912481,0.0006340967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008368634,0.0004885436,0.8636212,0.0003554422,0.0002015925,0.0009998769,0.0002849548,0.000005266535,0.09228656,0.000001055083,0.004957752,0.02842915],"study_design_scores_gemma":[0.02686213,0.002362867,0.4778176,0.002209028,0.0003468604,0.0003930807,0.00239827,0.0009333388,0.2638263,0.00002506816,0.2214388,0.001386672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908504,0.000499311,0.000004730266,0.005208734,0.0001467234,0.0008309267,0.00008342194,0.0001695434,0.002206135],"genre_scores_gemma":[0.9677684,0.001069178,0.003973085,0.0005287869,0.0009412064,0.0002086298,0.0002473378,0.00009932405,0.02516402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3858036,"threshold_uncertainty_score":0.8770145,"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."}}