{"id":"W3015079545","doi":"10.5539/jmbr.v10n1p6","title":"Correlation Between mpMRI Staging and Final Surgical Pathology in Prostate Cancer","year":2020,"lang":"en","type":"article","venue":"Journal of Molecular Biology Research","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Prostatectomy; Prostate; Radiology; Pathological; Pathological staging; Biopsy; Cancer; Surgical pathology; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000529892,0.0002544461,0.0001528566,0.000745366,0.0002015694,0.0004291456,0.0002573502,0.0002909434,0.001446715],"category_scores_gemma":[0.004093212,0.0002103924,0.000144263,0.000357094,0.0002421751,0.0003275212,0.0003542354,0.0003869449,0.0003177144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002181114,"about_ca_system_score_gemma":0.0002445796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001288263,"about_ca_topic_score_gemma":0.001856865,"domain_scores_codex":[0.9996477,0.00009438361,0.00004541433,0.00007095076,0.00008875538,0.00005272276],"domain_scores_gemma":[0.9982018,0.0004762258,0.000721834,0.00008489873,0.0002461241,0.000269162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006152486,0.00001234581,0.9978725,0.00001046846,0.00001176083,0.00004450958,0.00001545905,0.00003745013,0.0002213137,0.000004187698,0.00004487266,0.001663642],"study_design_scores_gemma":[0.000002679528,0.0001191519,0.9984661,0.000005196164,0.00001503343,0.0006504048,0.00005211706,0.0003019022,0.0002357052,0.00001566232,0.0001323564,0.000003698786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998647,0.0007040139,0.0001508955,0.00005327833,0.00001260536,0.000007011467,0.0001038677,0.000008548713,0.0003126868],"genre_scores_gemma":[0.9995956,0.00008003347,0.000126079,0.000009954168,0.00001234905,0.00000255891,0.00009755118,0.000001234968,0.00007459726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001446715,"threshold_uncertainty_score":0.004839778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09836409961478901,"score_gpt":0.4389354550007925,"score_spread":0.3405713553860035,"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."}}