{"id":"W2602353650","doi":"10.1016/j.eururo.2017.02.026","title":"What Is the Negative Predictive Value of Multiparametric Magnetic Resonance Imaging in Excluding Prostate Cancer at Biopsy? A Systematic Review and Meta-analysis from the European Association of Urology Prostate Cancer Guidelines Panel","year":2017,"lang":"en","type":"review","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":390,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Cochrane; Health Sciences Centre","funders":"","keywords":"Medicine; Prostate cancer; Meta-analysis; Interquartile range; Prostate; Biopsy; Magnetic resonance imaging; Cancer; Urology; Radiology; 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":[0.004187624,0.0007238869,0.006355432,0.0003559472,0.0001770078,0.00006366949,0.0006144921,0.0001020941,0.00008185536],"category_scores_gemma":[0.002298928,0.000366415,0.001216781,0.0009833073,0.0004228108,0.0001463905,0.000519875,0.0005315938,0.00001339777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004104092,"about_ca_system_score_gemma":0.0001916824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001335886,"about_ca_topic_score_gemma":0.0002589941,"domain_scores_codex":[0.9885738,0.006908487,0.002497928,0.001066541,0.0004530244,0.0005002451],"domain_scores_gemma":[0.9903026,0.00261083,0.004934838,0.001378571,0.0006779244,0.00009522102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0004466515,0.0005323393,0.03943038,0.3322345,0.1932677,0.0007724399,0.01407911,0.0002435364,0.000005058436,0.00002430254,0.00359781,0.4153662],"study_design_scores_gemma":[0.001307675,0.0003533756,0.01728288,0.03006873,0.880344,0.00004670897,0.0001156279,0.0002258922,0.000002271038,0.00002423236,0.06979734,0.0004312007],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001809865,0.9845444,0.000002635793,0.006738642,0.0001838269,0.006330855,0.001869383,0.00001875437,0.0001305343],"genre_scores_gemma":[0.0029753,0.9920294,0.00004412157,0.00249883,0.00008338935,0.001437967,0.0001027384,0.0001106486,0.0007176065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6870764,"threshold_uncertainty_score":0.9998788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.134206109876202,"score_gpt":0.3789047417646195,"score_spread":0.2446986318884175,"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."}}