{"id":"W2134658665","doi":"10.17269/cjph.105.4084","title":"The economic benefits of risk factor reduction in Canada: Tobacco smoking, excess weight and physical inactivity","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; CancerCare Manitoba; Golder Associates (Canada); University of British Columbia","funders":"","keywords":"Reduction (mathematics); Environmental health; Risk factor; Tobacco use; Environmental science; Medicine; Mathematics; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0008435945,0.00007079449,0.0002659761,0.0001752297,0.0001256391,0.00002588258,0.00007680727,0.00003691443,0.00001662373],"category_scores_gemma":[0.0002471448,0.00005372367,0.00002995107,0.0001026091,0.00005575191,0.0001483741,0.000004277685,0.0003179179,8.071314e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003415486,"about_ca_system_score_gemma":0.0153455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9515255,"about_ca_topic_score_gemma":0.9880468,"domain_scores_codex":[0.9990072,0.0001624432,0.0003167165,0.00008730401,0.0001494054,0.0002769592],"domain_scores_gemma":[0.9985933,0.0001073418,0.0003981775,0.0001202892,0.00009521577,0.0006856476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004836775,0.000006390219,0.7334904,0.000007365442,0.000009429606,0.000001098424,0.0006127197,0.0000125035,0.000001961866,0.0003163712,0.0002099323,0.265327],"study_design_scores_gemma":[0.0004268973,0.0001034865,0.9960099,0.00004852167,0.00001119084,0.00005614877,0.000712811,0.00005212455,0.00005222662,0.0000512974,0.002432979,0.00004235598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950861,0.0001725823,0.00001536881,0.004054376,0.0005084957,0.00007153981,0.00003131551,0.000001245922,0.00005902394],"genre_scores_gemma":[0.9994704,0.0001551026,0.000005156946,0.00006634727,0.0002874991,9.61447e-7,0.000002236069,0.000007572942,0.000004697125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2652846,"threshold_uncertainty_score":0.9902366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03500249407893381,"score_gpt":0.2757083956409367,"score_spread":0.2407059015620029,"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."}}