{"id":"W2944542929","doi":"10.1016/j.ypmed.2019.03.007","title":"The burden of cancer attributable to modifiable risk factors in Canada: Methods overview","year":2019,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; Occupational Cancer Research Centre; Cancer Care Ontario; Queen's University; Alberta Health Services; McMaster University; Canadian Cancer Society; McGill University; McGill University Health Centre; Alberta Cancer Foundation; University of Calgary; Impact","funders":"World Cancer Research Fund; Canadian Cancer Society Research Institute; Alberta Innovates; Alberta Cancer Foundation","keywords":"Medicine; Environmental health; Attributable risk; Population; Cancer; Cervical cancer; Lung cancer; Incidence (geometry); Obesity; Epidemiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.004113412,0.001519743,0.001951269,0.0106137,0.002332436,0.003667482,0.001903093,0.001048843,0.003967149],"category_scores_gemma":[0.006829296,0.000763508,0.003507983,0.02478914,0.0008348576,0.0007786846,0.001856779,0.001318953,0.0002635346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07177565,"about_ca_system_score_gemma":0.127185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9925866,"about_ca_topic_score_gemma":0.9949086,"domain_scores_codex":[0.9964624,0.0004088551,0.0003106469,0.0004434488,0.001699905,0.0006748091],"domain_scores_gemma":[0.9967962,0.000515898,0.0004244752,0.0001097172,0.00190754,0.0002461845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007644512,0.0001814641,0.7318709,0.01735191,0.005936703,0.000231911,0.002033959,0.003895398,0.0004382888,0.01104794,0.04278428,0.1834628],"study_design_scores_gemma":[0.0001739586,0.0001223822,0.9068155,0.005271515,0.004161054,0.0003035842,0.001877124,0.002193146,0.0004175306,0.001933644,0.07660812,0.0001224093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.1436132,0.5193905,0.01376029,0.01682063,0.0006437923,0.007283433,0.2617344,0.0004370385,0.03631669],"genre_scores_gemma":[0.5701287,0.3260055,0.03338047,0.00420368,0.0005939929,0.005627362,0.048526,0.0001696487,0.01136463],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07177565,"threshold_uncertainty_score":0.5207713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04474868897861808,"score_gpt":0.3856030243514761,"score_spread":0.340854335372858,"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."}}