{"id":"W2008977243","doi":"10.1097/00002820-200601000-00001","title":"Being Screened for Prostate Cancer","year":2006,"lang":"en","type":"article","venue":"Cancer Nursing","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Prostate cancer; Medicine; Prostate cancer screening; Gynecology; Cancer screening; Prostate; Cancer; Family medicine; Prostate-specific antigen; Public health; Internal medicine; Nursing","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":[0.00005310179,0.0001695999,0.0002716235,0.00006214668,0.0001477615,0.00003158416,0.00004110429,0.00005208151,0.00007357623],"category_scores_gemma":[0.000006278529,0.0001480433,0.0001078377,0.0001465238,0.00007224976,0.00008064454,0.000006524023,0.00007033416,0.000003285236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009006255,"about_ca_system_score_gemma":0.0002260856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008748081,"about_ca_topic_score_gemma":0.00009143034,"domain_scores_codex":[0.9989119,0.000008064551,0.0002061128,0.0003256374,0.0001465748,0.0004016656],"domain_scores_gemma":[0.9994899,0.0000296233,0.00007508735,0.0001687813,0.0001350313,0.0001015629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008252288,0.0004315672,0.2246972,0.0003208334,0.0001775923,0.0000279922,0.0007801217,0.0004202056,0.007428713,0.001553036,0.0312843,0.7320532],"study_design_scores_gemma":[0.01862832,0.001182563,0.377677,0.01135447,0.00195078,0.00002688103,0.0005210588,0.001965689,0.3284274,0.01194476,0.2451839,0.001137083],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9227872,0.03971205,0.001282012,0.02176981,0.002082742,0.002978249,0.0002512388,0.0002455752,0.008891079],"genre_scores_gemma":[0.9921406,0.001076385,0.001400403,0.0007359606,0.001097585,0.001498184,0.00008798441,0.00005700456,0.001905906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7309161,"threshold_uncertainty_score":0.6037033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950746557880536,"score_gpt":0.3317003142727029,"score_spread":0.3121928486938975,"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."}}