{"id":"W4320807351","doi":"10.2196/40177","title":"Monitoring and Combating Waterpipe Tobacco Smoking Through Surveillance and Taxation","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Tobacco control; Harm; Public health; Public economics; Government (linguistics); Environmental health; Control (management); Business; Medicine; Economics; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.03079786,0.0006124855,0.0007900462,0.0009235127,0.0008306448,0.00244933,0.001455219,0.001767213,0.003919408],"category_scores_gemma":[0.02342236,0.0004072154,0.001416111,0.0006245313,0.001119871,0.002770159,0.002589219,0.001891842,0.0006861394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002467596,"about_ca_system_score_gemma":0.004268229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004591958,"about_ca_topic_score_gemma":0.009184776,"domain_scores_codex":[0.9851934,0.01073976,0.0004917377,0.001081402,0.001902449,0.0005912197],"domain_scores_gemma":[0.9869647,0.00806604,0.001847375,0.0007945286,0.001824961,0.000502357],"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":[0.001084806,0.002169098,0.03834207,0.002647088,0.0004672377,0.00007233438,0.002354591,0.005704557,0.008367298,0.02581612,0.0560943,0.8568805],"study_design_scores_gemma":[0.001364481,0.01706202,0.1814969,0.01063777,0.001673453,0.0003115485,0.008228996,0.05404983,0.04424262,0.07861223,0.6017091,0.0006109604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.410665,0.03225373,0.2468117,0.1259582,0.00667766,0.01802359,0.005825653,0.00176446,0.1520201],"genre_scores_gemma":[0.769717,0.03356076,0.1457627,0.01675106,0.001455799,0.009026784,0.00229249,0.0001134345,0.02132005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03079786,"threshold_uncertainty_score":0.1628765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06429358596768994,"score_gpt":0.3515441937736409,"score_spread":0.2872506078059509,"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."}}