{"id":"W290914976","doi":"10.1097/rli.0000000000000163","title":"Multiparametric Magnetic Resonance Imaging in Prostate Cancer Management","year":2015,"lang":"en","type":"review","venue":"Investigative Radiology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Magnetic resonance imaging; Prostate cancer; Medicine; Prostate; Management of prostate cancer; Medical physics; Radiology; Clinical Practice; Cancer","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":[0.000771777,0.0009181122,0.00128682,0.003270291,0.0002937834,0.0009302881,0.0008633602,0.00112362,0.00312883],"category_scores_gemma":[0.001213632,0.0002448292,0.0006257804,0.002948287,0.0007088232,0.001321496,0.0008046228,0.001692543,0.002003941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006419977,"about_ca_system_score_gemma":0.001028604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238899,"about_ca_topic_score_gemma":0.002098566,"domain_scores_codex":[0.9996411,0.00008090153,0.00005849434,0.0000524617,0.0001446578,0.00002240653],"domain_scores_gemma":[0.9993049,0.0003731692,0.0001084174,0.00002053688,0.0001501782,0.00004272748],"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":[0.00002507298,0.00003832883,0.0004564935,0.01458948,0.0000973014,0.0003422551,0.00007533886,0.0004066956,0.0005452524,0.002595691,0.02411967,0.9567084],"study_design_scores_gemma":[0.00001048206,0.00007502587,0.002483786,0.01011775,0.0001656454,0.00739979,0.0001148954,0.0001668695,0.0003274724,0.003549899,0.9755479,0.00004056098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006103432,0.9986874,0.0001672531,0.0002369055,0.0001437122,0.000003279632,0.000007271347,0.000006399218,0.0006865972],"genre_scores_gemma":[0.0007662245,0.998179,0.000249536,0.0001926449,0.0003263962,0.000003940896,0.0000162054,0.000001512215,0.0002645724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003270291,"threshold_uncertainty_score":0.01046699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07317632653321422,"score_gpt":0.3670163077956419,"score_spread":0.2938399812624277,"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."}}