{"id":"W2142296761","doi":"10.1136/tobaccocontrol-2014-051675","title":"How popular is waterpipe tobacco smoking? Findings from internet search queries","year":2014,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Popularity; Tobacco control; The Internet; Medicine; Population; Government (linguistics); Public health; Environmental health; Demography; Advertising; Business; Political science; World Wide Web; Computer science; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003563831,0.000264004,0.0004819472,0.000140704,0.00009323067,0.0002395082,0.0002130974,0.0002312392,0.0008034931],"category_scores_gemma":[0.0001435253,0.0002206595,0.0001719162,0.0001304156,0.00008178532,0.000248925,0.00005639356,0.0003639033,0.00005771856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001328292,"about_ca_system_score_gemma":0.00003863866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337028,"about_ca_topic_score_gemma":0.00004811263,"domain_scores_codex":[0.9981639,0.00009250666,0.0002779551,0.0004562226,0.0005646605,0.0004447153],"domain_scores_gemma":[0.9989784,0.00007892213,0.00007299036,0.0005379926,0.000155192,0.0001764894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002244681,0.00006192375,0.974817,0.00001090259,0.00009380643,0.00001673768,0.0008754696,6.980132e-7,0.003897075,0.0003684189,0.002735847,0.01689763],"study_design_scores_gemma":[0.005767616,0.000374941,0.9316967,0.0001684333,0.0004546091,0.00001944138,0.0004521595,0.0001547202,0.02670392,0.0002334032,0.03357207,0.0004020431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990802,0.00008348319,0.002068108,0.005387102,0.0004760144,0.0003726965,0.00003935767,0.0001803162,0.0005908616],"genre_scores_gemma":[0.9937198,0.000008602785,0.00009741761,0.002414213,0.0005196804,0.00004254545,0.000142755,0.00004861486,0.003006348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04312038,"threshold_uncertainty_score":0.8998232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189217916207679,"score_gpt":0.2627669696561661,"score_spread":0.2438451780353982,"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."}}