{"id":"W4400522996","doi":"10.1200/go.24.00171","title":"Prostate Cancer Awareness in the Middle East: A Cross-Sectional International Study","year":2024,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Prostate cancer; Medicine; Cancer; Incidence (geometry); Disease; Demography; Malignancy; Prostate; Prostate cancer screening; Cross-sectional study; Gynecology; Prostate-specific antigen; Oncology; Gerontology; Internal medicine; Pathology","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":[0.0002622608,0.0001251094,0.0001961814,0.00005514677,0.00005290878,0.00007804713,0.0001290869,0.00007118101,0.0002603093],"category_scores_gemma":[0.00002535799,0.00007902188,0.00007431387,0.0002885228,0.00007345687,0.00007849361,0.00005578588,0.0001653706,0.00006718035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720625,"about_ca_system_score_gemma":0.0007417848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00127137,"about_ca_topic_score_gemma":0.002454372,"domain_scores_codex":[0.9988286,0.00006705261,0.0002610762,0.0003412375,0.0002827976,0.0002191975],"domain_scores_gemma":[0.9996114,0.00006666184,0.00003839648,0.0001369936,0.00009122051,0.0000552738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003351001,0.001406634,0.9819773,0.00002991607,0.0002112218,0.001225714,0.001765028,0.00008125058,0.00000619943,0.0008225568,0.001745622,0.01039339],"study_design_scores_gemma":[0.002106209,0.0009944483,0.912167,0.00006157449,0.00005330351,0.0001720911,0.0007490391,0.0001841352,0.00000637431,0.0003519472,0.08308545,0.00006848152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816291,0.002068925,0.00000409793,0.006859944,0.00239583,0.0008628206,0.0002055346,0.00004633617,0.005927437],"genre_scores_gemma":[0.9967145,0.0002075147,0.00002409922,0.001069523,0.0004288415,0.001101166,0.0000497102,0.000008382932,0.0003962903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08133982,"threshold_uncertainty_score":0.4499376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08374765023028187,"score_gpt":0.4272417010417799,"score_spread":0.3434940508114981,"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."}}