{"id":"W2941844660","doi":"10.1097/01.ju.0000555063.11964.56","title":"PD05-03 MOLECULAR HALLMARKS OF MPMRI VISIBILITY IN PROSTATE CANCER","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Cancer; Visibility; Identification (biology); Prostatectomy; Disease; Gynecology; Pathology; Oncology; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005432128,0.0003211054,0.0003761929,0.001682858,0.0007442744,0.003025714,0.0005375315,0.00107615,0.05356864],"category_scores_gemma":[0.00150188,0.0003650966,0.0004607627,0.001374041,0.0006111909,0.001142516,0.0009992351,0.001477049,0.01472692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009605556,"about_ca_system_score_gemma":0.0008263218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001634748,"about_ca_topic_score_gemma":0.002074076,"domain_scores_codex":[0.9994717,0.00005112109,0.00004030312,0.00007079168,0.0002834326,0.0000827113],"domain_scores_gemma":[0.999092,0.00009453421,0.0002333678,0.00007098919,0.0002155142,0.0002936592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001464081,0.0003525739,0.0803619,0.001115119,0.0002045137,0.003138426,0.0003572934,0.0006518376,0.03880761,0.01190993,0.3959628,0.465674],"study_design_scores_gemma":[0.0002025603,0.0008411971,0.1854912,0.0005183893,0.0001834454,0.02646591,0.0005722753,0.001354733,0.03185946,0.005591844,0.7467805,0.0001384059],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3341098,0.1636827,0.01135068,0.04057497,0.008148563,0.0008195491,0.02497485,0.005574473,0.4107643],"genre_scores_gemma":[0.7597262,0.04644074,0.006307944,0.004513645,0.002442501,0.0002109535,0.0131893,0.0004352987,0.1667335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05356864,"threshold_uncertainty_score":0.1792049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257393592196088,"score_gpt":0.3265781240927638,"score_spread":0.3140041881708029,"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."}}