{"id":"W1891641901","doi":"10.2196/publichealth.4616","title":"The Tobacco Pack Surveillance System: A Protocol for Assessing Health Warning Compliance, Design Features, and Appeals of Tobacco Packs Sold in Low- and Middle-Income Countries","year":2015,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins Bloomberg School of Public Health; Johns Hopkins University","keywords":"Tobacco control; Packaging and labeling; Harm; Tobacco industry; Environmental health; Business; Protocol (science); Public health; Medicine; Advertising; Marketing; Political science; Law","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":[0.03487067,0.002364225,0.001740484,0.006983913,0.003332147,0.002118575,0.00272142,0.00327594,0.01864827],"category_scores_gemma":[0.03923174,0.00184463,0.002057536,0.003891714,0.001794562,0.002332478,0.002900989,0.00363179,0.008966023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003226004,"about_ca_system_score_gemma":0.01727903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005784828,"about_ca_topic_score_gemma":0.008811272,"domain_scores_codex":[0.9727978,0.01433816,0.007162399,0.001515517,0.003096959,0.001089115],"domain_scores_gemma":[0.96343,0.007577471,0.006413981,0.00549551,0.01549503,0.001587915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01453499,0.01304314,0.1212525,0.01223712,0.0005028251,0.002696247,0.0243402,0.006171901,0.0257968,0.01575481,0.4635988,0.3000706],"study_design_scores_gemma":[0.00453678,0.01077933,0.2070013,0.006222291,0.0002418373,0.001079224,0.01108727,0.01030398,0.01521531,0.005675952,0.7271094,0.0007474141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02689991,0.0003157499,0.02868224,0.001179547,0.0004215565,0.8997587,0.02628692,0.0009851902,0.01547016],"genre_scores_gemma":[0.01986743,0.0005848949,0.07503046,0.0007801656,0.0001144891,0.887361,0.012653,0.0001054911,0.003503125],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03487067,"threshold_uncertainty_score":0.1844159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120347070318794,"score_gpt":0.3895379212984194,"score_spread":0.2691908509796254,"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."}}