{"id":"W2734889638","doi":"10.3390/ijerph14070781","title":"Considerations and Future Research Directions for E-Cigarette Warnings—Findings from Expert Interviews","year":2017,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Institute of Environmental Health Sciences; National Cancer Institute","keywords":"Harm reduction; Nicotine; Harm; Electronic cigarette; Regulatory science; Food and drug administration; Addiction; Tobacco product; Tobacco control; Environmental health; Tobacco industry; Psychology; Medicine; Public health; Social psychology; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1348131,0.0007372803,0.0008835109,0.002509128,0.008152215,0.009463879,0.003484752,0.004155028,0.00485845],"category_scores_gemma":[0.09612542,0.0009172304,0.0007886288,0.003386326,0.01065232,0.02569361,0.006982068,0.005089136,0.0009930284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009333399,"about_ca_system_score_gemma":0.01742615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007584664,"about_ca_topic_score_gemma":0.01305557,"domain_scores_codex":[0.8466865,0.1328453,0.005374188,0.003370829,0.005375869,0.006347311],"domain_scores_gemma":[0.832909,0.1342373,0.006610831,0.003014361,0.01768218,0.005546367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006374743,0.00008069212,0.003404519,0.001255642,0.00000741825,0.0006734063,0.9588755,0.00008750857,0.0009636548,0.007975313,0.002153445,0.02445917],"study_design_scores_gemma":[0.000005541079,0.00002497742,0.0007490811,0.0009519689,0.000004279095,0.0001589971,0.9824947,0.0001192738,0.000185324,0.002894141,0.01239328,0.00001850699],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6998726,0.01485034,0.04990713,0.1831487,0.001540464,0.003949577,0.0007929025,0.0002147666,0.0457235],"genre_scores_gemma":[0.9366375,0.008192121,0.02910851,0.01741561,0.0001502388,0.002785928,0.0002251391,0.00009266367,0.005392205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1348131,"threshold_uncertainty_score":0.7129681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2296302679586707,"score_gpt":0.4866835863412011,"score_spread":0.2570533183825304,"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."}}