{"id":"W6940016262","doi":"10.6084/m9.figshare.c.5276191.v1","title":"Old men with prostate cancer have higher risk of Gleason score upgrading and pathological upstaging after initial diagnosis: a systematic review and meta-analysis","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Biopsy; Cochrane Library; Prostate biopsy; Context (archaeology); Pathological; Odds; Systematic review; Logistic regression","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":[0.01290629,0.002657541,0.01702827,0.006458834,0.0006414127,0.003943584,0.002177928,0.002675392,0.004240667],"category_scores_gemma":[0.03811704,0.001519296,0.0355504,0.007195637,0.0007948254,0.002048741,0.001261542,0.002033853,0.0002964134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245989,"about_ca_system_score_gemma":0.003819141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007995094,"about_ca_topic_score_gemma":0.01697554,"domain_scores_codex":[0.9915493,0.003411995,0.002603943,0.001062828,0.001050553,0.0003213606],"domain_scores_gemma":[0.9728255,0.02026846,0.004346984,0.0006562143,0.001635957,0.000266788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001250162,0.00002666151,0.005650923,0.5956734,0.3851925,0.0001642047,0.0001080415,0.0003507617,0.0001571616,0.0001217656,0.0006214699,0.01068296],"study_design_scores_gemma":[0.0003779998,0.0001848804,0.007491612,0.06819654,0.9210128,0.0001669158,0.00006387741,0.0001669315,0.00009825807,0.0002268924,0.001980848,0.00003240807],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00228454,0.9968626,0.000179072,0.0001318625,0.00008559686,0.0001198769,0.0002178081,0.000009283838,0.0001093124],"genre_scores_gemma":[0.102489,0.8933638,0.001246339,0.0009163533,0.0003283721,0.0007843429,0.0005583485,0.00002152476,0.0002919265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01702827,"threshold_uncertainty_score":0.06825578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04721441693777077,"score_gpt":0.2659594410949763,"score_spread":0.2187450241572055,"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."}}