{"id":"W2135002884","doi":"10.1158/1055-9965.epi-14-0317","title":"Risk Analysis of Prostate Cancer in PRACTICAL, a Multinational Consortium, Using 25 Known Prostate Cancer Susceptibility Loci","year":2015,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute; National Institute for Health and Care Research; Cancer Research UK; Francis Crick Institute","keywords":"Prostate cancer; Medicine; Prostate; Oncology; Cancer; Multinational corporation; Gynecology; Internal medicine; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006674993,0.0007166024,0.0004307,0.001486722,0.0006538449,0.0009004119,0.0006138912,0.0003652349,0.0009090075],"category_scores_gemma":[0.01004591,0.0003086048,0.001148334,0.002504658,0.0002936541,0.0002026483,0.001606526,0.000456138,0.000199411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008828247,"about_ca_system_score_gemma":0.001358246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02922395,"about_ca_topic_score_gemma":0.03272447,"domain_scores_codex":[0.9966848,0.001845301,0.0001725299,0.0007041281,0.0004484869,0.0001446472],"domain_scores_gemma":[0.9960046,0.001011972,0.001360832,0.0007835391,0.0005012193,0.0003379106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002973736,0.00003588048,0.9910748,0.00003110372,0.0008454411,0.00009825005,0.0001096351,0.0009928626,0.0005474674,0.00005170679,0.0003709333,0.005544415],"study_design_scores_gemma":[0.0001328809,0.000166091,0.994242,0.00001633981,0.0007903956,0.0003490035,0.00007792507,0.002835039,0.0004255533,0.0001358314,0.000815431,0.0000135098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952825,0.0004468207,0.002034331,0.0000964714,0.000005416571,0.00007422971,0.001530987,0.00003478908,0.0004944112],"genre_scores_gemma":[0.9920143,0.0001984158,0.004195392,0.00004013604,0.00001333699,0.0001351235,0.003032636,0.00001921263,0.0003514568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02922395,"threshold_uncertainty_score":0.05810767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09613802427043813,"score_gpt":0.4381829714580237,"score_spread":0.3420449471875855,"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."}}