{"id":"W1512031039","doi":"10.1016/j.eururo.2015.05.046","title":"Prostate Cancer Registries: Current Status and Future Directions","year":2015,"lang":"en","type":"review","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"World Health Organization","keywords":"Medicine; Prostate cancer; MEDLINE; Population; Disease; Health care; Epidemiology; Intensive care medicine; Family medicine; Cancer; Environmental health; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001974873,0.0004233773,0.001268206,0.0001471773,0.00008024986,0.00002747303,0.00007717305,0.00009870477,0.00008540098],"category_scores_gemma":[0.00003576885,0.0002967677,0.0001734797,0.0002188934,0.0001567419,0.0000327579,0.000119369,0.0005274439,0.0001308134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002786822,"about_ca_system_score_gemma":0.0006408283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002754496,"about_ca_topic_score_gemma":0.00001233023,"domain_scores_codex":[0.9980417,0.0003579147,0.0004207808,0.0006094535,0.0001394806,0.0004306965],"domain_scores_gemma":[0.9987311,0.00005638873,0.0002829477,0.0004292931,0.0001195763,0.0003806854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000029731,0.00009593592,0.0002274793,0.003018709,0.0002509402,0.0001716265,0.0002209471,5.558667e-8,7.960303e-9,0.00005562026,0.02084583,0.9750831],"study_design_scores_gemma":[0.0007179768,0.0005296567,0.000353716,0.001336283,0.002148946,0.0001580825,0.00001302418,1.842948e-7,4.104037e-8,0.000009149421,0.9945128,0.0002201644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002026859,0.9906551,3.91063e-7,0.0008673436,0.001635771,0.001097864,0.0004535798,0.0001005311,0.005169216],"genre_scores_gemma":[0.000004623566,0.9963107,0.00001792808,0.0001927377,0.001695427,0.0002839281,0.0004760064,0.0001059584,0.0009126825],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9748629,"threshold_uncertainty_score":0.9999484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05354605539643377,"score_gpt":0.3587697050098412,"score_spread":0.3052236496134074,"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."}}