{"id":"W2973960032","doi":"10.14740/wjon1221","title":"A Review of Localized Prostate Cancer: An African Perspective","year":2019,"lang":"en","type":"review","venue":"World Journal of Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Guideline; Malignancy; Context (archaeology); Disease; Cancer; Gynecology; Prostate; Internal medicine; Oncology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007022936,0.0003837901,0.005737882,0.000498686,0.00002330233,0.000006201401,0.0002347265,0.0001432054,0.0005318609],"category_scores_gemma":[0.0001180571,0.0002424529,0.001060726,0.0006308566,0.0001470925,0.00007408281,0.00005075561,0.0007159192,0.00001494472],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003112057,"about_ca_system_score_gemma":0.006087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001103988,"about_ca_topic_score_gemma":0.00009337209,"domain_scores_codex":[0.9970497,0.0004340794,0.001593811,0.0003063632,0.0003174756,0.0002985989],"domain_scores_gemma":[0.994835,0.0002601652,0.003241314,0.0003833872,0.000991686,0.0002884219],"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":[0.0002208304,0.0006979859,0.00004563549,0.09363955,0.001446558,0.0003709947,0.0001821864,3.727635e-7,2.374656e-7,0.0001558184,0.01099336,0.8922465],"study_design_scores_gemma":[0.001527551,0.004250516,0.000009130752,0.2337132,0.007769048,0.0006845548,0.0000700534,2.136932e-7,0.000001439062,0.00003112619,0.7518096,0.0001335507],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000264675,0.9910674,0.000001444188,0.002196665,0.0006331097,0.001811817,0.00009620815,0.000006626271,0.004184051],"genre_scores_gemma":[0.00001294093,0.997292,0.0004021366,0.0009798688,0.0003950608,0.0001507805,0.00002373668,0.00005464979,0.0006888417],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8921129,"threshold_uncertainty_score":0.9995475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07498450620216567,"score_gpt":0.4420414066697069,"score_spread":0.3670569004675412,"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."}}