{"id":"W4312784136","doi":"10.48083/gbma2534","title":"A Systematic Review of Plant-Based Diets and Bladder Cancer: A Call for Further Research","year":2022,"lang":"en","type":"review","venue":"Société Internationale d’Urologie Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Prostate Cancer Foundation","keywords":"Bladder cancer; Medicine; Cancer; Systematic review; Oncology; Internal medicine; MEDLINE; Biology","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":[0.02042563,0.001391084,0.008095736,0.008607284,0.0006851619,0.003997376,0.001903742,0.0028122,0.006524313],"category_scores_gemma":[0.07511429,0.001098558,0.007161141,0.01201888,0.001213427,0.005509553,0.001671685,0.002173017,0.0006389578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005590159,"about_ca_system_score_gemma":0.02265509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01196531,"about_ca_topic_score_gemma":0.04496943,"domain_scores_codex":[0.9844466,0.006589294,0.005548131,0.0006622482,0.00237014,0.0003837235],"domain_scores_gemma":[0.9178124,0.06517082,0.008561049,0.001292722,0.006607294,0.000555766],"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":[0.00009056213,0.00001418934,0.0003842443,0.9485358,0.004118399,0.0001201157,0.0002663786,0.00006857968,0.000151835,0.0004939145,0.004689018,0.04106684],"study_design_scores_gemma":[0.0001005868,0.00008578152,0.001681212,0.944183,0.01747516,0.0001977701,0.0003542443,0.00004426051,0.00006441482,0.0006788778,0.03510793,0.00002680959],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000294179,0.9974692,0.0001428419,0.001280114,0.0003539583,0.0001341317,0.0001444735,0.000006529423,0.0001745077],"genre_scores_gemma":[0.004215016,0.9921973,0.0008358752,0.001908544,0.000195176,0.0003840994,0.0001199117,0.000006098282,0.0001379746],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02042563,"threshold_uncertainty_score":0.1080223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2174006518060662,"score_gpt":0.484234478213389,"score_spread":0.2668338264073228,"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."}}