{"id":"W4320916985","doi":"10.3390/curroncol30020178","title":"Underlying Features of Prostate Cancer—Statistics, Risk Factors, and Emerging Methods for Its Diagnosis","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Agência Regional para o Desenvolvimento da Investigação, Tecnologia e Inovação","keywords":"Medicine; Prostate cancer; Context (archaeology); Cancer; Intensive care medicine; Quality of life (healthcare); Oncology; 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":[0.001007203,0.0008880617,0.001442163,0.002978184,0.0002268168,0.001053071,0.0008523891,0.0006830697,0.003643826],"category_scores_gemma":[0.002191025,0.0002831681,0.001026731,0.003157384,0.0004765495,0.001179082,0.0005052049,0.001471814,0.001657811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000964544,"about_ca_system_score_gemma":0.002051225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003563108,"about_ca_topic_score_gemma":0.00422997,"domain_scores_codex":[0.9994416,0.000103146,0.00009736821,0.00008515258,0.0002379347,0.00003483116],"domain_scores_gemma":[0.9991099,0.0005385929,0.0001033452,0.00002051541,0.000199843,0.00002771719],"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":[0.00006406604,0.00004629698,0.001057796,0.0291466,0.0002263335,0.0001329453,0.00007208918,0.0005606223,0.0004942627,0.004109465,0.03592569,0.9281637],"study_design_scores_gemma":[0.00001648053,0.0001113276,0.004876685,0.01604117,0.0004522478,0.001672083,0.000114761,0.0002877655,0.0003787504,0.004071702,0.9719263,0.00005077551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001075789,0.9984134,0.0001549693,0.0004291704,0.0001612562,0.000006478445,0.00009398117,0.000009144893,0.0006239797],"genre_scores_gemma":[0.000724207,0.9984702,0.0001794008,0.0001528033,0.0001686437,0.00000613197,0.00009828401,0.000001637391,0.0001984746],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003643826,"threshold_uncertainty_score":0.01218987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4655421515719044,"score_gpt":0.619720821106571,"score_spread":0.1541786695346666,"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."}}