{"id":"W2905345889","doi":"10.2196/12061","title":"Household Surveys in the General Population and Web-Based Surveys in IQOS Users Registered at the Philip Morris International IQOS User Database: Protocols on the Use of Tobacco- and Nicotine-Containing Products in Germany, Italy, and the United Kingdom (Greater London), 2018-2020","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental health; Context (archaeology); Population; Medicine; Nicotine; Nicotine replacement therapy; Cross-sectional study; Stratified sampling; Geography; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01051767,0.001056913,0.000918222,0.003444509,0.001167745,0.001101419,0.001803619,0.001557655,0.01746327],"category_scores_gemma":[0.01406366,0.001240735,0.001215915,0.005048738,0.0006839334,0.001466656,0.00229484,0.0008790574,0.008095315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655342,"about_ca_system_score_gemma":0.002874028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01886081,"about_ca_topic_score_gemma":0.02037544,"domain_scores_codex":[0.988203,0.006079519,0.002974635,0.00106107,0.001035847,0.0006459249],"domain_scores_gemma":[0.9902011,0.001194565,0.00285764,0.001743211,0.003381388,0.0006221269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005364632,0.003971897,0.591243,0.006081075,0.0007394018,0.0006643482,0.009050559,0.00222722,0.004248324,0.003571629,0.2590535,0.1137844],"study_design_scores_gemma":[0.001024072,0.001332195,0.8893527,0.0008851958,0.000115369,0.0003042544,0.003728655,0.001322126,0.001082683,0.00064477,0.1000952,0.0001126486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.2576285,0.0006228766,0.02110318,0.0009264682,0.0002216845,0.2714045,0.4143638,0.001222633,0.03250632],"genre_scores_gemma":[0.1631662,0.001070633,0.03960191,0.00182585,0.000147407,0.6082604,0.1730949,0.0001801733,0.0126526],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01886081,"threshold_uncertainty_score":0.05842042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4104459127743411,"score_gpt":0.4751835014685808,"score_spread":0.06473758869423973,"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."}}