{"id":"W4281897598","doi":"10.1016/j.amepre.2022.04.019","title":"Oral Nicotine Product Awareness and Use Among People Who Smoke and Vape in the U.S.","year":2022,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Ontario Institute for Cancer Research","funders":"National Cancer Institute","keywords":"Tobacco product; Nicotine; Smoke; Environmental health; Medicine; Product (mathematics); MEDLINE; Internal medicine; Geography; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000305156,0.0001455433,0.0001912855,0.0008241939,0.0004790899,0.0005887148,0.0002364851,0.0006602882,0.001784923],"category_scores_gemma":[0.001007746,0.000298328,0.0003948518,0.000900137,0.0002461883,0.00061169,0.0004403235,0.0008812563,0.0003507411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004918273,"about_ca_system_score_gemma":0.0006119143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09934844,"about_ca_topic_score_gemma":0.1614157,"domain_scores_codex":[0.9997658,0.00004298405,0.00002910633,0.00003350846,0.00008501659,0.00004364821],"domain_scores_gemma":[0.9992009,0.0001047792,0.000283852,0.00002748062,0.0001634088,0.0002195988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003496091,0.0001135472,0.9973667,0.000009844433,0.00002473368,0.00002614162,0.0002599453,0.0000126171,0.00007838476,0.00001103031,0.0002695914,0.001792603],"study_design_scores_gemma":[0.000002799231,0.00004680752,0.9989102,0.00001161867,0.00001547909,0.00004719372,0.0007077022,0.00005585286,0.00002109209,0.000009678291,0.0001693013,0.000002271827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997285,0.0004072398,0.00001881641,0.0002614326,0.00001418885,0.000009261414,0.0006335016,0.000003270638,0.001367253],"genre_scores_gemma":[0.9986507,0.0003309173,0.00002878978,0.0001675118,0.00001297674,0.000007420933,0.0003560712,0.000001265068,0.0004442465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09934844,"threshold_uncertainty_score":0.1975403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03305963554200645,"score_gpt":0.3245376118322768,"score_spread":0.2914779762902703,"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."}}