{"id":"W4311303644","doi":"10.1136/tc-2022-057284","title":"Impact of waterpipe tobacco taxation on consumption, government revenue and premature deaths averted in Jordan, Lebanon and Palestine: a simulation study","year":2022,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Cape Town; International Development Research Centre","keywords":"Excise; Consumption (sociology); Tax revenue; Revenue; Palestine; Government revenue; Government (linguistics); Business; Environmental health; Economics; Medicine; Public economics; Ancient history; Finance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001718515,0.0008987795,0.0009845378,0.001143766,0.0007536588,0.001869189,0.001599285,0.002453746,0.008142112],"category_scores_gemma":[0.004312099,0.000590483,0.002463822,0.001099281,0.0007796465,0.001210644,0.001458426,0.00181598,0.0004657914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005005447,"about_ca_system_score_gemma":0.003330916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1106856,"about_ca_topic_score_gemma":0.06695361,"domain_scores_codex":[0.9992589,0.0003937398,0.0000236935,0.00007756406,0.00004107592,0.0002049712],"domain_scores_gemma":[0.9968112,0.001919626,0.00044151,0.00008557172,0.0004103494,0.0003317409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003244958,0.000331064,0.0290253,0.00007571925,0.0001859773,0.0003236527,0.00009088459,0.9640024,0.000166982,0.002666597,0.001307584,0.001499404],"study_design_scores_gemma":[0.000297004,0.0003226313,0.008234347,0.00006908741,0.0001517793,0.00007743853,0.0006220252,0.9867864,0.0002045689,0.00158785,0.001606304,0.00004060598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838378,0.0004721533,0.003582728,0.001099341,0.00005952033,0.0001295193,0.002732887,0.0000542786,0.008031863],"genre_scores_gemma":[0.9921328,0.0003433745,0.002321799,0.0002007779,0.00001768407,0.0001640784,0.001437451,0.00001699623,0.003364955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1106856,"threshold_uncertainty_score":0.2200827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832553357359683,"score_gpt":0.3030037620500489,"score_spread":0.2846782284764521,"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."}}