{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008776598,0.0002133104,0.0004934425,0.001788059,0.0003259323,0.001276906,0.0003217158,0.0007837554,0.002464669],"category_scores_gemma":[0.003963851,0.0002038541,0.0006827358,0.005612875,0.0002898937,0.0009495707,0.0005247851,0.001009775,0.0002788422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005413102,"about_ca_system_score_gemma":0.0006207293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004246865,"about_ca_topic_score_gemma":0.005374411,"domain_scores_codex":[0.9992008,0.0003580041,0.0001009369,0.00009835087,0.0001664741,0.00007550645],"domain_scores_gemma":[0.9973658,0.0008869758,0.001092509,0.00007233831,0.0002623794,0.0003200574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006205201,0.00007453474,0.9885275,0.0001567187,0.0002014962,0.00006494133,0.00004703197,0.000120618,0.00005427443,0.0002458754,0.0007282572,0.009716682],"study_design_scores_gemma":[0.000004093794,0.00005929065,0.997709,0.00005589311,0.00008918074,0.0003917324,0.0001353633,0.0001689367,0.00001737535,0.0002509697,0.001111332,0.000006825876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.814109,0.1607001,0.001037827,0.008548672,0.0003420116,0.00003834672,0.005404385,0.00003907068,0.009780576],"genre_scores_gemma":[0.9770926,0.02002967,0.0003081264,0.0003831933,0.0004382116,0.00001426491,0.001249839,0.000004877339,0.0004792442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004246865,"threshold_uncertainty_score":0.008444309,"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."}}