{"id":"W2746443775","doi":"10.1158/1055-9965.epi-16-0776","title":"Vasectomy and Risk of Prostate Cancer in a Screening Trial","year":2017,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Cancer Institute; National Center for Advancing Translational Sciences; Weill Cornell Medical College; American Association for Cancer Research","keywords":"Vasectomy; Medicine; Prostate cancer; Prostate; Gynecology; Prostate cancer screening; Cancer; Oncology; Internal medicine; Population; Prostate-specific antigen; Family planning","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":[0.008773599,0.0001960042,0.0008433606,0.0001591613,0.001004774,0.000002599902,0.0001779683,0.0002675264,0.0001745874],"category_scores_gemma":[0.005567862,0.0001696358,0.0001007829,0.0000946371,0.0005005492,0.0001807955,0.0002448885,0.0005254428,0.000003776952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002004033,"about_ca_system_score_gemma":0.0003406163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02166843,"about_ca_topic_score_gemma":0.01538253,"domain_scores_codex":[0.9939316,0.003516519,0.001185569,0.000649418,0.00009231802,0.0006245607],"domain_scores_gemma":[0.9953376,0.001492252,0.002328874,0.0005690132,0.0001689336,0.0001033314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008908264,0.00003235844,0.9279464,0.0004684703,0.0003072428,9.245231e-7,0.0006320797,0.000009481224,0.00003678357,0.0001067617,0.00143379,0.06011743],"study_design_scores_gemma":[0.01598448,0.0001458314,0.9754131,0.001190821,0.0001204785,2.907528e-7,0.0003428339,0.000189789,0.00001373523,0.003646981,0.002812975,0.00013862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644997,0.02377542,0.0003145656,0.00596371,0.001779963,0.003151769,0.00008690437,0.00003103535,0.0003968926],"genre_scores_gemma":[0.9412727,0.05036378,0.002163671,0.0001897933,0.000733529,0.00383363,0.0000127813,0.00003382602,0.001396318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05997881,"threshold_uncertainty_score":0.9848464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2052843922052498,"score_gpt":0.5426041834769254,"score_spread":0.3373197912716756,"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."}}