{"id":"W2129363098","doi":"10.1136/tobaccocontrol-2015-052254","title":"Waterpipe industry products and marketing strategies: analysis of an industry trade exhibition","year":2015,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Cancer Institute; National Institute for Health and Care Research","keywords":"Exhibition; Tobacco industry; Business; Product (mathematics); Tobacco control; Marketing; Advertising; Harm; Thematic analysis; Tobacco product; Electronic cigarette; Consumption (sociology); Environmental health; Medicine; Public health; Political science; Geography; Qualitative research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007975925,0.0001206486,0.0003461467,0.0002271126,0.00003214302,0.0000397896,0.00004736773,0.0004260072,0.00006942359],"category_scores_gemma":[0.000163126,0.0001035057,0.00004420224,0.0004626863,0.00005528175,0.000273483,0.000007515242,0.0004687691,3.933034e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005036504,"about_ca_system_score_gemma":0.0001490438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001064734,"about_ca_topic_score_gemma":0.00001336277,"domain_scores_codex":[0.9989019,0.0001239911,0.0002724122,0.0002447148,0.0002886378,0.0001683277],"domain_scores_gemma":[0.9992985,0.00003643607,0.0001287316,0.0002547573,0.0001223607,0.0001592724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004275686,0.0001625324,0.9821358,0.0000310845,0.0002624871,0.00001690153,0.0006548269,0.0001494966,0.006976516,0.00003459576,0.00009895314,0.009049256],"study_design_scores_gemma":[0.00243435,0.0001892806,0.9880721,0.00005489987,0.002159017,0.00001703683,0.004248847,0.0004735943,0.002158766,0.0000171007,0.00005910524,0.0001159174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980463,0.00004772552,0.00003012411,0.0006895035,0.00006462202,0.0002434657,0.00001595663,0.00004921831,0.0008130848],"genre_scores_gemma":[0.9994846,0.000001524767,0.00004841678,0.000130072,0.0001688752,0.00001468992,0.00008218022,0.00001227891,0.00005733982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008933338,"threshold_uncertainty_score":0.4220839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03531080933574762,"score_gpt":0.2996063321397917,"score_spread":0.2642955228040441,"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."}}