{"id":"W2163634965","doi":"10.1093/ije/dyq054","title":"Commentary: The waterpipe--a global epidemic or a passing fad","year":2010,"lang":"en","type":"letter","venue":"International Journal of Epidemiology","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007035191,0.001958117,0.00274523,0.002110587,0.003635076,0.004372465,0.00592112,0.04352334,0.01920881],"category_scores_gemma":[0.05051303,0.001005237,0.002240679,0.001456867,0.005281111,0.008292202,0.00245105,0.03783908,0.01219613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005095345,"about_ca_system_score_gemma":0.008911759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009374183,"about_ca_topic_score_gemma":0.008163654,"domain_scores_codex":[0.994803,0.001688078,0.0004795228,0.0009656716,0.001559668,0.0005039587],"domain_scores_gemma":[0.9657264,0.0211025,0.001709213,0.0005896339,0.007915165,0.002956936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001917378,0.000004273071,0.00002579598,0.0002064524,0.000008823403,0.00006953831,0.00006276382,0.00001049776,0.00002349855,0.0003561002,0.997292,0.00192105],"study_design_scores_gemma":[0.0001030041,0.00006100746,0.0004003839,0.003171018,0.00006274734,0.0005017193,0.0005441709,0.0001116942,0.0001474862,0.004268288,0.9905598,0.00006862335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007667575,0.006199269,0.00006568365,0.828301,0.1643324,0.00001642386,0.0002052971,0.0000526373,0.0007507116],"genre_scores_gemma":[0.0009632564,0.004923981,0.00008721143,0.8454532,0.1459586,0.00003543272,0.00006866068,0.0000384656,0.002471182],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04352334,"threshold_uncertainty_score":0.06425989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08939970382831963,"score_gpt":0.4140420042122016,"score_spread":0.324642300383882,"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."}}