{"id":"W4390282328","doi":"10.5114/jhi.2023.133414","title":"Flavour capsule cigarette use, perceptions, and marketing: findings from two systematic reviews","year":2023,"lang":"en","type":"article","venue":"Journal of Health Inequalities","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Perception; Health benefits; Geography; Medicine; Psychology; Political science; MEDLINE; Traditional medicine","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":[0.006870097,0.0001480483,0.001067503,0.0002543551,0.000168348,0.00007028267,0.00007305331,0.00004782842,0.00009974886],"category_scores_gemma":[0.002295273,0.0001073281,0.0001435269,0.0001930583,0.00003378886,0.0001681202,0.0000414885,0.0003347812,0.00002068808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055938,"about_ca_system_score_gemma":0.0001800878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002730933,"about_ca_topic_score_gemma":0.00003085661,"domain_scores_codex":[0.9968448,0.0007201195,0.001663885,0.0001332698,0.0003632737,0.000274612],"domain_scores_gemma":[0.9979563,0.000788173,0.0006894886,0.0001860173,0.0001706057,0.0002093975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008354992,0.0002971342,0.3929608,0.3752124,0.003088108,0.000530858,0.0751128,0.00002530046,0.004630595,0.001381608,0.1192561,0.0266688],"study_design_scores_gemma":[0.006869483,0.001412003,0.7297986,0.1954447,0.002122091,0.001509425,0.03160262,0.001149996,0.00006058798,0.000652413,0.02852601,0.000852085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9413762,0.05070328,0.0000744101,0.006974153,0.0003337793,0.0004636401,0.00002081506,0.00003205884,0.00002164602],"genre_scores_gemma":[0.9775516,0.01801863,0.001241115,0.001922233,0.0003294647,0.00001260472,0.00001525078,0.00002806254,0.0008809819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3368378,"threshold_uncertainty_score":0.4376712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1453134208355617,"score_gpt":0.384850816719482,"score_spread":0.2395373958839203,"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."}}