{"id":"W4387718266","doi":"10.1007/978-3-030-01782-8_80-1","title":"Prostate Cancer","year":2023,"lang":"en","type":"book-chapter","venue":"Geriatric medicine","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Prostate cancer; Life expectancy; Medicine; Malignancy; Cancer; Disease; Quality of life (healthcare); Androgen deprivation therapy; Incidence (geometry); Prostate; Population; Oncology; Gynecology; Gerontology; Internal medicine; Environmental health","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":[0.0002553582,0.0008648834,0.0004602885,0.001092061,0.0009323806,0.001557784,0.0005274691,0.0009913542,0.2032478],"category_scores_gemma":[0.0007049533,0.0003222011,0.0003455145,0.0009454844,0.0004139704,0.0008895696,0.001320468,0.002066903,0.1419178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000752465,"about_ca_system_score_gemma":0.001474271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003627816,"about_ca_topic_score_gemma":0.01462494,"domain_scores_codex":[0.9998362,0.0000244749,0.000005968434,0.00002751635,0.0000844411,0.00002140422],"domain_scores_gemma":[0.9998484,0.00002914873,0.000008056405,0.00001591544,0.0000534901,0.00004487336],"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":[0.000009794254,0.00003840497,0.0001118942,0.0001563134,0.000003462951,0.00005863666,0.00006879059,0.00008172857,0.0001723241,0.01017968,0.837809,0.15131],"study_design_scores_gemma":[0.000001805524,0.000008839165,0.0002314387,0.00008682891,0.000001542824,0.0001451428,0.00001450918,0.00001701063,0.0000231031,0.0009920197,0.9984764,0.000001436524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002310583,0.02115918,0.0004940734,0.002703764,0.003114122,0.00005837864,0.0002633715,0.0001182643,0.9718578],"genre_scores_gemma":[0.0008826314,0.008531908,0.0003070975,0.00179082,0.0006308315,0.00002645356,0.0001791862,0.00002551705,0.9876255],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2032478,"threshold_uncertainty_score":0.6799315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03406563814689334,"score_gpt":0.2960204083255504,"score_spread":0.2619547701786571,"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."}}