{"id":"W3009507632","doi":"10.1503/cmaj.191292","title":"Projected estimates of cancer in Canada in 2020","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":379,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Partnership Against Cancer; Public Health Agency of Canada; University of Calgary; CancerCare Manitoba; Institute of Population and Public Health; Canadian Cancer Society","funders":"","keywords":"Medicine; Cancer; Breast cancer; Cancer registry; Incidence (geometry); Prostate cancer; Lung cancer; Population; Demography; Colorectal cancer; Pancreatic cancer; Mortality rate; Relative survival; Oncology; Internal medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003646115,0.00006767708,0.0002603989,0.00007624488,0.00002302246,0.000008393561,0.00009941932,0.000109224,0.002127153],"category_scores_gemma":[0.002295107,0.00006287042,0.00002954554,0.0005282024,0.00001134376,0.0000544696,0.000007267628,0.0006554173,0.000003427156],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003634308,"about_ca_system_score_gemma":0.03171715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9837058,"about_ca_topic_score_gemma":0.9994153,"domain_scores_codex":[0.9982206,0.00004322451,0.0004107521,0.00009744968,0.0009157773,0.0003121541],"domain_scores_gemma":[0.9985702,0.00006410221,0.0001312152,0.00003282234,0.000183967,0.001017682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002290851,0.000003953941,0.9607027,0.000015609,0.00002067871,0.001147382,0.0002306157,0.00006446765,0.00002485616,0.000005334138,0.02566836,0.01209311],"study_design_scores_gemma":[0.00133308,0.000051626,0.980001,0.0003950703,0.00001605135,0.00006797257,0.0008899009,0.004228081,0.00007960787,0.0000185369,0.01283347,0.00008563098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9010146,0.0007721267,0.000006030393,0.09678644,0.0001880458,0.0001153854,0.00002854244,0.00000345351,0.001085379],"genre_scores_gemma":[0.9856608,0.0001452835,0.00008168696,0.01378926,0.0002974306,0.000004083033,0.000003333864,0.000005638949,0.00001247558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08464622,"threshold_uncertainty_score":0.998785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546069281586699,"score_gpt":0.2995562617257935,"score_spread":0.2740955689099265,"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."}}