{"id":"W7055013476","doi":"","title":"Characterizing Heated Tobacco Product Use among Adult Cigarette Smokers and Nicotine Vaping Product Users in the 2018 ITC Four Country Smoking & Vaping Survey","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tobacco product; Nicotine; Logistic regression; Tobacco use; Socioeconomic status; Quit smoking; Product (mathematics); Binge drinking","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006041779,0.0001183894,0.0002063912,0.0006630519,0.0003865394,0.0005232971,0.0003957451,0.0003677626,0.001329498],"category_scores_gemma":[0.001643262,0.0002480789,0.0003612443,0.00100322,0.0001865321,0.0004878445,0.000594835,0.0004218032,0.0003197948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004130985,"about_ca_system_score_gemma":0.0004495991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04526439,"about_ca_topic_score_gemma":0.0607652,"domain_scores_codex":[0.9995283,0.0001070415,0.00006492018,0.00007033497,0.0001563368,0.00007313686],"domain_scores_gemma":[0.9987952,0.0001113006,0.0005750176,0.00005883439,0.0002562131,0.0002035034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001115214,0.0000188763,0.9992188,0.000005293877,0.000009266585,0.000007225501,0.00007878941,0.000008589452,0.00004378826,0.000003793729,0.0001329722,0.0004615429],"study_design_scores_gemma":[9.982855e-7,0.00001938693,0.9994565,0.000004753442,0.000004746457,0.0000193654,0.000295101,0.00004611979,0.00002138824,0.000002366479,0.0001279399,0.000001300467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975384,0.00006577298,0.00004617224,0.00004778186,0.000003395939,0.00002887851,0.001761996,0.000002111299,0.0005053914],"genre_scores_gemma":[0.997542,0.0001222635,0.0001347815,0.00006466703,0.00000554207,0.0000540117,0.001686452,0.000001911843,0.0003884136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04526439,"threshold_uncertainty_score":0.09000182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06120016517103378,"score_gpt":0.2675155070209255,"score_spread":0.2063153418498917,"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."}}