{"id":"W4223933725","doi":"10.3390/curroncol29040223","title":"The Economic Burden of Cancer in Canada from a Societal Perspective","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Canadian Partnership Against Cancer","funders":"","keywords":"Medicine; Cancer; Activity-based costing; Psychological intervention; Health economics; Indirect costs; Population; Cancer registry; Economic cost; Years of potential life lost; Health care; Environmental health; Incidence (geometry); Gerontology; Public health; Economic growth; Life expectancy; Business; Economics; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005141983,0.0003503684,0.0002535429,0.001534263,0.001084881,0.002378138,0.0005113432,0.0003747261,0.003144643],"category_scores_gemma":[0.00244764,0.0001688853,0.0006099705,0.002951071,0.0004684526,0.0006299135,0.0006848034,0.0006822154,0.0001637594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04634338,"about_ca_system_score_gemma":0.0412245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9841739,"about_ca_topic_score_gemma":0.9822797,"domain_scores_codex":[0.9994891,0.00009987103,0.00001518939,0.00003312189,0.0001966899,0.0001660163],"domain_scores_gemma":[0.9994571,0.0001143257,0.00005918865,0.00001570184,0.0002806906,0.00007294067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001351663,0.00007518441,0.2137164,0.0002637463,0.0004308856,0.0008981347,0.0006768359,0.5484053,0.00049076,0.120405,0.03217597,0.08232667],"study_design_scores_gemma":[0.00008705792,0.00009455402,0.2647093,0.0006504968,0.0005173428,0.0005527548,0.004869372,0.5921924,0.0007925002,0.03791543,0.09739137,0.0002274901],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7949138,0.01149803,0.01765305,0.02141304,0.0002178278,0.0002692081,0.0249218,0.0001907506,0.1289225],"genre_scores_gemma":[0.9867091,0.00386089,0.003158764,0.0003319929,0.00002101402,0.00003012146,0.001828471,0.00002031286,0.004039359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04634338,"threshold_uncertainty_score":0.3362463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05483428651353534,"score_gpt":0.3229811319719553,"score_spread":0.26814684545842,"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."}}