{"id":"W2554584411","doi":"10.1038/bjc.2016.378","title":"Impact of cause of death adjudication on the results of the European prostate cancer screening trial","year":2016,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Cancer Institute","keywords":"Medicine; Cancer; Adjudication; Prostate; Prostate cancer; Oncology; Cause of death; Clinical trial; Internal medicine; Gynecology; Disease; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4480601,0.001465254,0.005785263,0.001384686,0.001043338,0.005849364,0.002189177,0.005501565,0.003118666],"category_scores_gemma":[0.6485452,0.0007143057,0.01203887,0.00281468,0.003173999,0.004381076,0.0038546,0.0058873,0.0005298298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002922973,"about_ca_system_score_gemma":0.003984926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002074061,"about_ca_topic_score_gemma":0.001430517,"domain_scores_codex":[0.2604373,0.6905252,0.02345114,0.008986486,0.01417146,0.002428421],"domain_scores_gemma":[0.2327902,0.6676678,0.05811899,0.02966761,0.01008916,0.001666358],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5411595,0.0007791822,0.1015986,0.01624798,0.09549568,0.0003457178,0.002922785,0.02171195,0.0007815991,0.01577016,0.009311812,0.1938751],"study_design_scores_gemma":[0.1940256,0.03688039,0.2809875,0.02891871,0.1818758,0.001537419,0.001348212,0.1034872,0.005871918,0.1115621,0.05220682,0.00129831],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6747117,0.1512954,0.08340061,0.03172268,0.005599336,0.008767928,0.007533785,0.000695272,0.0362733],"genre_scores_gemma":[0.9825811,0.002459253,0.007393799,0.003446962,0.0004334023,0.001727285,0.001102775,0.0001081378,0.0007472886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4480601,"threshold_uncertainty_score":0.6806402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04148483496451724,"score_gpt":0.3363100666499876,"score_spread":0.2948252316854704,"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."}}