{"id":"W2162089535","doi":"10.1016/j.urology.2013.04.022","title":"Diagnostic and Outcome Differences Between Heterosexual and Nonheterosexual Men Treated for Prostate Cancer","year":2013,"lang":"en","type":"article","venue":"Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Prostate cancer; Prostatectomy; Gynecology; Cancer; Internal medicine","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":[0.00005013885,0.0002033854,0.0004647959,0.00006140004,0.0000798262,0.00003336783,0.00003803359,0.0001008038,0.00006278892],"category_scores_gemma":[0.0000769815,0.000143489,0.00002973619,0.00004046612,0.0001768521,0.00007226574,0.00004950571,0.00008738859,0.000009035074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003522586,"about_ca_system_score_gemma":0.00002091002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005531531,"about_ca_topic_score_gemma":0.00006113332,"domain_scores_codex":[0.9989053,0.00003070626,0.0002508311,0.0003865367,0.00007473365,0.0003518986],"domain_scores_gemma":[0.9989595,0.0005806144,0.00007322207,0.0001347934,0.00005731454,0.0001945764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007561601,0.00006913028,0.9676114,0.0000723739,0.0001546915,0.00000893988,0.0002975233,5.641056e-7,0.0002797019,0.00001588673,0.0004199786,0.03099417],"study_design_scores_gemma":[0.003338813,0.003429864,0.9911667,0.00001223553,0.0002282779,0.00001483517,0.00004512754,0.0001413393,0.0003140896,0.000280651,0.000886402,0.000141696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917009,0.001999015,0.00002633848,0.004342014,0.0000791013,0.001571237,0.0001838947,0.00004244057,0.00005499456],"genre_scores_gemma":[0.9962032,0.0006851388,0.00006287937,0.0006463045,0.0001219987,0.001810769,0.00007296787,0.00002306774,0.0003736631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03085247,"threshold_uncertainty_score":0.585131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03618049120794815,"score_gpt":0.3093079908853472,"score_spread":0.2731274996773991,"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."}}