{"id":"W4323565215","doi":"10.3390/curroncol30030240","title":"Health Care Costs Attributable to Prostate Cancer in British Columbia, Canada: A Population-Based Cohort Study","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; Centre for Advancing Health Outcomes; St. Paul's Hospital; University of British Columbia","funders":"Canadian Glycomics Network; Canadian Institutes of Health Research; Innovative Research Group Project of the National Natural Science Foundation of China; Michael Smith Health Research BC; Canadian Centre for Applied Research in Cancer Control","keywords":"Medicine; Cohort; Prostate cancer; Cancer; Prostatectomy; Androgen deprivation therapy; Cohort study; Population; Radiation therapy; Demography; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0008959147,0.0008931967,0.0009964231,0.002437384,0.003734098,0.002279488,0.002376322,0.001068227,0.002168761],"category_scores_gemma":[0.002549232,0.0009715742,0.0009885742,0.008367058,0.0007400474,0.0007691071,0.001233824,0.001422481,0.0005081865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03253973,"about_ca_system_score_gemma":0.02789547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952898,"about_ca_topic_score_gemma":0.9967827,"domain_scores_codex":[0.9984767,0.000148512,0.0001326959,0.0003094288,0.0004870292,0.0004456463],"domain_scores_gemma":[0.9967499,0.0001615303,0.0005583258,0.0002098584,0.001643312,0.000677112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009081553,0.0000658746,0.9932314,0.0000567712,0.0002269147,0.0001110168,0.0003427437,0.0002474366,0.0001015117,0.00009962489,0.002614137,0.002811736],"study_design_scores_gemma":[0.00002784807,0.00003000854,0.9966086,0.00008033231,0.0001019904,0.00009547378,0.000643333,0.0008192473,0.0000298558,0.00005144632,0.001487164,0.0000247387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742172,0.002092537,0.0003015367,0.0005534421,0.00003605377,0.0001759803,0.0202328,0.00003000961,0.002360537],"genre_scores_gemma":[0.9863642,0.001637102,0.0005119063,0.0003987324,0.00002273274,0.0001237137,0.008851281,0.00001507293,0.002075382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03253973,"threshold_uncertainty_score":0.2360933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04297455788683617,"score_gpt":0.3893500576284083,"score_spread":0.3463754997415721,"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."}}