{"id":"W4411802824","doi":"10.3390/onco5030031","title":"Prostate Cancer and Dietary Sugar Intake: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Onco","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Sugar; Prostate cancer; Medicine; Added sugar; Environmental health; Oncology; Food science; Biology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001774116,0.0002564055,0.003113151,0.00005104522,0.00005572173,0.000009323885,0.00005869488,0.0000852195,0.0000507931],"category_scores_gemma":[0.0001766705,0.0001570508,0.0003055404,0.000207196,0.000035669,0.00001500705,0.00008472461,0.0001992265,0.00003393253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000123726,"about_ca_system_score_gemma":0.00024233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004634209,"about_ca_topic_score_gemma":0.00001637406,"domain_scores_codex":[0.9988182,0.00005813725,0.0005389442,0.0002595441,0.000173994,0.0001511482],"domain_scores_gemma":[0.9992653,0.0001522811,0.0001934431,0.0002330268,0.00007778121,0.00007824055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003216067,0.00002726668,0.000002678624,0.8708316,0.0003107779,0.00003521597,0.000004516418,4.704969e-10,3.685555e-9,0.00003678152,0.03545804,0.09328987],"study_design_scores_gemma":[0.00009297628,0.00003154257,0.000001695271,0.5115765,0.004869613,0.00003171634,0.000004515063,3.274402e-8,3.35787e-9,0.00000884216,0.4833122,0.00007030745],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.507937e-8,0.9919254,1.265169e-7,0.0009337272,0.0001327602,0.003535196,0.0001548976,0.0000240253,0.003293841],"genre_scores_gemma":[7.237139e-8,0.9897514,0.00004639217,0.001263149,0.0001331265,0.001537264,0.0001433596,0.00001834552,0.0071069],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4478542,"threshold_uncertainty_score":0.6404346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04577144206150522,"score_gpt":0.379331065564364,"score_spread":0.3335596235028588,"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."}}