{"id":"W2580907800","doi":"10.1016/j.addbeh.2017.01.026","title":"Young or adult users of multiple tobacco/nicotine products urgently need to be informed of meaningful differences in product risks","year":2017,"lang":"en","type":"review","venue":"Addictive Behaviors","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"U.S. Food and Drug Administration; Mayo Clinic","keywords":"Smokeless tobacco; Medicine; Public health; Nicotine; Tobacco in Alabama; Tobacco harm reduction; Environmental health; Tobacco product; Product (mathematics); Advertising; Tobacco use; Business; Psychiatry; Population; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003945832,0.000676928,0.003070064,0.0009612072,0.00008982568,0.00002762998,0.0005411852,0.0003984042,0.0001155286],"category_scores_gemma":[0.003574732,0.0004969474,0.0004047335,0.0009189266,0.0002844915,0.0002372179,0.0001736112,0.0006628932,0.00000436332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003839647,"about_ca_system_score_gemma":0.001068682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001840399,"about_ca_topic_score_gemma":0.0007263626,"domain_scores_codex":[0.9960471,0.0001388937,0.001596332,0.0008227805,0.000904759,0.000490118],"domain_scores_gemma":[0.9957229,0.0001834104,0.001687585,0.001274927,0.0009197771,0.0002113263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003594807,0.0007306862,0.6999937,0.00421807,0.0001843385,0.00002374344,0.002169296,4.349496e-7,0.00009342456,0.000007190699,0.000263379,0.2919563],"study_design_scores_gemma":[0.002494924,0.00134743,0.9208487,0.03238228,0.00638737,0.00005213223,0.001570946,9.214567e-7,0.002904656,7.445681e-7,0.03111425,0.0008957057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8941484,0.0976787,0.000003125541,0.00007511544,0.0009893761,0.006193416,0.0006285953,0.0000797738,0.0002034991],"genre_scores_gemma":[0.6448923,0.3527266,0.0002001743,0.00001375807,0.0001418869,0.0006587754,0.0007028822,0.0001012305,0.0005623701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2910606,"threshold_uncertainty_score":0.9997482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2205952205729475,"score_gpt":0.4125209412878465,"score_spread":0.191925720714899,"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."}}