{"id":"W3212710412","doi":"10.1259/bjr.20210633","title":"Multiparametric ultrasound and micro-ultrasound in prostate cancer: a comprehensive review","year":2021,"lang":"en","type":"review","venue":"British Journal of Radiology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Ultrasound; Prostate cancer; Radiology; Rectal examination; Prostate; Prostate biopsy; Biopsy; Contrast-enhanced ultrasound; Multiparametric MRI; Cancer; 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":[0.0008109531,0.001019737,0.001693606,0.004714783,0.0002641376,0.001021079,0.001073627,0.001003877,0.005654975],"category_scores_gemma":[0.00152968,0.0003392122,0.000921737,0.004894966,0.000475212,0.001349792,0.0006370692,0.001309315,0.002079895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006023946,"about_ca_system_score_gemma":0.001588768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00206325,"about_ca_topic_score_gemma":0.003248311,"domain_scores_codex":[0.9997014,0.00005240345,0.00006566131,0.00004917256,0.0001096312,0.00002160113],"domain_scores_gemma":[0.9988237,0.0006919123,0.0001629276,0.00002514117,0.0002349297,0.00006137748],"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":[0.00006131888,0.00005813932,0.0002878474,0.03803035,0.0001329291,0.0001867681,0.00005719381,0.0003332334,0.000505386,0.001007602,0.02510351,0.9342358],"study_design_scores_gemma":[0.00002964575,0.000156896,0.002928991,0.02663148,0.0005489438,0.003868327,0.0001130713,0.0001744175,0.0002760639,0.001665746,0.9635612,0.00004537983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004158315,0.999486,0.00004002721,0.0001076112,0.00007502068,0.000002585686,0.00001029452,0.000003554657,0.0002333448],"genre_scores_gemma":[0.0003031621,0.9992824,0.00008359274,0.00007154131,0.00009845068,0.000003432749,0.00001982762,9.429388e-7,0.0001366685],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005654975,"threshold_uncertainty_score":0.01891774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03706597294077723,"score_gpt":0.3484266274725311,"score_spread":0.3113606545317538,"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."}}