{"id":"W2068383552","doi":"10.1016/j.urology.2008.10.006","title":"Prostate Cancer: Epidemiology and Health-related Quality of Life","year":2008,"lang":"en","type":"article","venue":"Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Watchful waiting; Prostate cancer; Cancer; Prostate; Incidence (geometry); Radiation therapy; Quality of life (healthcare); Epidemiology; Oncology; Internal medicine; Prostate-specific antigen; Gynecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004722033,0.00009774068,0.0007281365,0.00004881694,0.00005198778,3.277161e-7,0.00002628189,0.00009015424,0.00009862044],"category_scores_gemma":[0.0001847576,0.0000767595,0.00004924266,0.00006378376,0.0002943913,0.00001605116,0.00002635207,0.0001187525,0.000008306003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005117274,"about_ca_system_score_gemma":0.0002829969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00312261,"about_ca_topic_score_gemma":0.0001407995,"domain_scores_codex":[0.9986551,0.00020144,0.000581686,0.0002417957,0.00004975365,0.0002702519],"domain_scores_gemma":[0.9990732,0.0002380951,0.0002712587,0.000169533,0.00005124986,0.0001966529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003868411,0.0001440044,0.9871553,0.0001131638,0.0001442383,0.00001904935,0.0005109035,0.00003026385,0.00003985746,0.001241238,0.004603515,0.005611663],"study_design_scores_gemma":[0.002799576,0.001713468,0.987008,0.00001450267,0.00003185992,0.00007059355,0.00001517523,0.00005943742,0.00007363907,0.0009080155,0.007242105,0.00006356234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8855553,0.04894124,0.00001091769,0.06475095,0.0001459605,0.0003548069,0.00003269243,0.00002673721,0.0001814436],"genre_scores_gemma":[0.977052,0.01525289,0.000118173,0.007272695,0.0000312088,0.00007935832,0.00002808123,0.000009341281,0.0001563057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09149669,"threshold_uncertainty_score":0.4720474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218431740417308,"score_gpt":0.3855740986363612,"score_spread":0.2637309245946303,"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."}}