{"id":"W2998420257","doi":"10.18001/trs.6.1.2","title":"Awareness and Perceived Risk of Heated Tobacco Products","year":2020,"lang":"en","type":"article","venue":"Tobacco Regulatory Science","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental health; Nicotine; Medicine; Tobacco use; Smoking cessation; Risk perception; Perception; Psychology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004071571,0.0001083194,0.0002133747,0.00009015957,0.0001723702,0.00002523166,0.0001492931,0.00005015263,0.0000441022],"category_scores_gemma":[0.0003525567,0.00009111039,0.00002849022,0.0008519634,0.0006268006,0.0002542096,0.00006398023,0.0001149819,0.000003427646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004560462,"about_ca_system_score_gemma":0.000358644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007615372,"about_ca_topic_score_gemma":0.00000208601,"domain_scores_codex":[0.9986233,0.00002806004,0.0001980613,0.0004283633,0.0005277911,0.0001944713],"domain_scores_gemma":[0.9990703,0.00001708504,0.0001035562,0.0003320177,0.0002836355,0.0001933752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003754115,0.00002563419,0.8374306,0.00002231619,0.000004281633,0.000002656454,0.0006984983,0.00001086519,0.1571216,0.00004517697,0.0000682668,0.004532604],"study_design_scores_gemma":[0.0004227418,0.0001292945,0.92495,0.00004134169,0.00006114008,0.00001204867,0.0002908185,0.0001042389,0.07378823,0.0000101953,0.00009882506,0.00009109845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986169,0.00007136913,0.00001433813,0.0006322027,0.0001223958,0.0002376104,0.000005174358,0.00006950462,0.0002304653],"genre_scores_gemma":[0.9994711,0.00001820271,0.0002116349,0.0001580918,0.00007395643,0.000003919076,0.000003933651,0.000009013017,0.00005012185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08751943,"threshold_uncertainty_score":0.3715374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03577656265183604,"score_gpt":0.2864758813798181,"score_spread":0.250699318727982,"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."}}