{"id":"W1977110443","doi":"10.1136/tc.2005.015297","title":"Revising the machine smoking regime for cigarette emissions: implications for tobacco control policy","year":2007,"lang":"en","type":"review","venue":"Tobacco Control","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Cancer Institute; Medical Research Council; Canadian Institutes of Health Research; National Health and Medical Research Council; Cancer Research UK","keywords":"Tobacco control; Cigarette smoke; Cigarette smoking; Work (physics); Tobacco industry; Smoke; Smoking cessation; Environmental health; Business; Risk analysis (engineering); Medicine; Engineering; Pathology; Public health; Waste management","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":[0.006309681,0.0006857308,0.002411972,0.00178298,0.0005919165,0.001779125,0.002343012,0.003269085,0.003868265],"category_scores_gemma":[0.007226856,0.0003515212,0.0009209987,0.003183464,0.002508743,0.003216587,0.0007211221,0.003812251,0.001170811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004608614,"about_ca_system_score_gemma":0.01230192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03428485,"about_ca_topic_score_gemma":0.04094918,"domain_scores_codex":[0.9981096,0.000653804,0.0001851601,0.000232111,0.0007178798,0.0001015714],"domain_scores_gemma":[0.9961007,0.002241945,0.0004296578,0.0001238852,0.001011077,0.00009272059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009339354,0.00014411,0.0009969523,0.0251174,0.0001540616,0.0002543108,0.0003475265,0.002047173,0.001635858,0.07719824,0.04824788,0.8437631],"study_design_scores_gemma":[0.00003840318,0.00009664322,0.003763056,0.02800794,0.0002272274,0.0004453247,0.0004735837,0.0006960058,0.0006802538,0.02966505,0.9358413,0.00006523897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002956894,0.9873546,0.0006367138,0.008754703,0.0006032271,0.00001332481,0.00003546505,0.00001199791,0.002294365],"genre_scores_gemma":[0.004092175,0.991569,0.001014368,0.002199233,0.0003204329,0.00002833305,0.00003037415,0.000003930053,0.0007420662],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03428485,"threshold_uncertainty_score":0.06817061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08785462716117791,"score_gpt":0.414709807238983,"score_spread":0.3268551800778051,"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."}}