{"id":"W2618541042","doi":"10.1111/dar.12574","title":"Factors associated with future intentions to use personal vaporisers among those with some experience of vaping","year":2017,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cancer Council Victoria; Cancer Research UK; National Health and Medical Research Council; Economic and Social Research Council; King's College London; Canadian Institutes of Health Research; University of South Carolina; University of Waterloo; National Institute for Health and Care Research; National Cancer Institute; British Heart Foundation; United Kingdom Clinical Research Collaboration; Medical Research Council","keywords":"Smoking cessation; Tobacco control; Quit smoking; Harm; Psychology; Harm reduction; Demography; Medicine; Clinical psychology; Environmental health; Social psychology; Public health; Nursing; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000613836,0.000138922,0.0002322345,0.0004372539,0.0003486392,0.000779801,0.0002639971,0.0004562237,0.002931889],"category_scores_gemma":[0.003839889,0.0002277363,0.0006160009,0.0004186246,0.0002762606,0.0004107162,0.0004357502,0.0008816288,0.0002368339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291167,"about_ca_system_score_gemma":0.0004208523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01500587,"about_ca_topic_score_gemma":0.01829628,"domain_scores_codex":[0.9996401,0.00008890897,0.00004750547,0.00005028989,0.00009404979,0.00007906446],"domain_scores_gemma":[0.9974344,0.0005043899,0.001164074,0.00007698934,0.0002841149,0.0005361131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001234328,0.00002823788,0.998955,0.000008007883,0.00001714556,0.00001937307,0.0001379885,0.00001717061,0.00003760599,0.000008586422,0.00003569633,0.0007227842],"study_design_scores_gemma":[7.14873e-7,0.00003307464,0.9993844,0.000007773475,0.000007276144,0.00004098528,0.0003457358,0.00008738274,0.00001319197,0.000008645598,0.00006871916,0.000002073017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991876,0.0001363311,0.00003515482,0.0001006773,0.000004325268,0.000006694037,0.0001369737,0.000001446661,0.0003907624],"genre_scores_gemma":[0.9995426,0.00008773646,0.00004461371,0.00001767057,0.0000036488,0.000003945399,0.0001180132,8.238376e-7,0.000180914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01500587,"threshold_uncertainty_score":0.02983701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1167877901573964,"score_gpt":0.3595782059584962,"score_spread":0.2427904158010998,"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."}}