{"id":"W4391945432","doi":"10.1007/978-3-030-74720-6_80","title":"Prostate Cancer","year":2024,"lang":"en","type":"book-chapter","venue":"Geriatric medicine","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Prostate cancer; Medicine; Urology; Cancer; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002651317,0.0008811724,0.0004705574,0.001077655,0.0009278569,0.001639159,0.0005454165,0.0009896335,0.2112403],"category_scores_gemma":[0.0006739127,0.0003324714,0.0003412561,0.0009660112,0.0004315778,0.0009176924,0.001333434,0.0021755,0.1491321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007924772,"about_ca_system_score_gemma":0.001497457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003849493,"about_ca_topic_score_gemma":0.01498493,"domain_scores_codex":[0.9998283,0.00002578482,0.00000580026,0.00002900971,0.00008869229,0.00002236657],"domain_scores_gemma":[0.9998584,0.0000258249,0.000007310303,0.00001654891,0.00005046178,0.00004148225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001033687,0.00003481279,0.00009359229,0.0001418761,0.000003474843,0.00004839144,0.00006364249,0.00007653532,0.0001810015,0.01145117,0.8289914,0.1589038],"study_design_scores_gemma":[0.000001687327,0.000007813805,0.0001719155,0.00007419055,0.000001451798,0.0001096572,0.00001322831,0.00001494035,0.00002354891,0.0009856244,0.9985947,0.000001319623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.000216531,0.02377732,0.0005512395,0.003006062,0.003447719,0.00005575908,0.0002786113,0.0001240478,0.9685428],"genre_scores_gemma":[0.0007724135,0.008010564,0.0002830683,0.001570348,0.0005426094,0.00002378223,0.0001625452,0.00002446757,0.9886103],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2112403,"threshold_uncertainty_score":0.7066693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03248998052128717,"score_gpt":0.3334530899060476,"score_spread":0.3009631093847605,"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."}}