{"id":"W2417596044","doi":"10.1016/j.clon.2016.05.003","title":"Multiparametric Magnetic Resonance Imaging in the Diagnosis of Prostate Cancer: A Systematic Review","year":2016,"lang":"en","type":"review","venue":"Clinical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Cancer Care Ontario; McMaster University; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Medicine; Magnetic resonance imaging; Prostate cancer; Cancer; Prostate; Radiology; Medical physics; Oncology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002373077,0.001143777,0.005172847,0.005648458,0.0003815479,0.001341742,0.001323334,0.001454307,0.002814547],"category_scores_gemma":[0.01283292,0.0007105833,0.005544895,0.006456922,0.0005279399,0.001367049,0.001098835,0.0009729457,0.0002177358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001397658,"about_ca_system_score_gemma":0.004388943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009043398,"about_ca_topic_score_gemma":0.02929868,"domain_scores_codex":[0.9980711,0.000534724,0.0006788995,0.0002542063,0.0003862416,0.00007481354],"domain_scores_gemma":[0.991942,0.006048764,0.001313918,0.00007891574,0.0005046676,0.0001116946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003998509,0.00004650073,0.002886167,0.8558375,0.02421362,0.0002006263,0.0001359432,0.0002294209,0.0002925727,0.0002240457,0.003750878,0.1117829],"study_design_scores_gemma":[0.0007877541,0.0004472115,0.02198411,0.6269481,0.3020051,0.001692057,0.0004244602,0.0002980295,0.0003815616,0.0006591254,0.04422729,0.0001451963],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003000355,0.9994181,0.00003424966,0.00006123529,0.00003058693,0.00002102772,0.00007288047,0.000001593686,0.0000603328],"genre_scores_gemma":[0.005211848,0.9942487,0.0001738439,0.0001864019,0.00005317537,0.00002963196,0.00006267214,0.000001011277,0.00003271175],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009043398,"threshold_uncertainty_score":0.01798153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1318399729146005,"score_gpt":0.4890662434117481,"score_spread":0.3572262704971477,"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."}}