{"id":"W4225272251","doi":"10.1503/cmaj.212097","title":"Projected estimates of cancer in Canada in 2022","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":306,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Cancer; Breast cancer; Cancer registry; Incidence (geometry); Population; Lung cancer; Prostate cancer; Colorectal cancer; Mortality rate; Demography; Oncology; Environmental health; Internal medicine","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":[0.001534774,0.001306552,0.0004353975,0.004236296,0.001148412,0.001835116,0.00120897,0.0006741038,0.0110597],"category_scores_gemma":[0.003589302,0.000259772,0.001958198,0.005252756,0.0003434357,0.0009587726,0.001093073,0.001340625,0.002592684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04664911,"about_ca_system_score_gemma":0.06251196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9765497,"about_ca_topic_score_gemma":0.9713037,"domain_scores_codex":[0.9983839,0.0001590524,0.00006646376,0.0001198689,0.0008666803,0.0004040756],"domain_scores_gemma":[0.9961349,0.00008912491,0.0001677324,0.00003846907,0.003176977,0.000392775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003271799,0.00009459769,0.2252713,0.002198899,0.001249713,0.0006192345,0.0005715606,0.06996202,0.0009139926,0.02424319,0.5537377,0.1208105],"study_design_scores_gemma":[0.0001440481,0.0001393343,0.3500583,0.00177851,0.0008279566,0.0007405176,0.002298656,0.05780775,0.0008904153,0.01170182,0.5733555,0.0002571603],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1014479,0.04105926,0.02942522,0.04373855,0.002452624,0.0006558052,0.6244333,0.002497048,0.1542902],"genre_scores_gemma":[0.6676791,0.04090235,0.029719,0.00502109,0.0005418853,0.000762422,0.2229008,0.0002697442,0.03220368],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04664911,"threshold_uncertainty_score":0.3384646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922667576866483,"score_gpt":0.2976553974059042,"score_spread":0.2784287216372394,"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."}}