{"id":"W1826670382","doi":"10.5489/cuaj.1071","title":"Who’s too old to screen? Prostate cancer in elderly men","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Prostate; Pathological; Biopsy; Prostate biopsy; Cancer; Prostate-specific antigen; Logistic regression; Incidence (geometry); Internal medicine; Gynecology; Risk factor; Adenocarcinoma; Urology; Oncology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001075282,0.0002067055,0.0004639321,0.0008768999,0.0006724551,0.0007058891,0.0003168317,0.0005336442,0.001979787],"category_scores_gemma":[0.003934447,0.000213952,0.0003538219,0.001454117,0.0003574656,0.001157375,0.0003998124,0.0006962356,0.0003216033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002606028,"about_ca_system_score_gemma":0.0005028599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0058884,"about_ca_topic_score_gemma":0.01079221,"domain_scores_codex":[0.9994561,0.0001664633,0.00005166628,0.00006825363,0.0001336772,0.0001238259],"domain_scores_gemma":[0.9984849,0.0002895158,0.0006147818,0.0000512884,0.000163522,0.0003959601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005477437,0.0000404664,0.9846422,0.0000680433,0.00003597021,0.0003786897,0.0003352757,0.0000171322,0.00006049837,0.00004260738,0.002322399,0.01200183],"study_design_scores_gemma":[0.000009102614,0.0001673751,0.9880557,0.0003439464,0.0001146904,0.002779121,0.002950633,0.0001427138,0.00006247821,0.0002854293,0.005070489,0.00001825827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.9490495,0.0350113,0.0003706077,0.008994065,0.0005289406,0.00003665239,0.000871807,0.00002250102,0.00511463],"genre_scores_gemma":[0.9881395,0.008209768,0.0001437981,0.002303748,0.0004712108,0.00001121101,0.0002597604,0.000004648517,0.0004562842],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0058884,"threshold_uncertainty_score":0.01170826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173701879277338,"score_gpt":0.24677505827754,"score_spread":0.2350380394847666,"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."}}