{"id":"W3107681007","doi":"10.1136/tobaccocontrol-2020-055961","title":"Principles for effective tobacco warning systems: the USA gets a failing grade","year":2020,"lang":"en","type":"editorial","venue":"Tobacco Control","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tobacco Research Unit","funders":"","keywords":"Food and drug administration; Tobacco industry; Tobacco control; Political science; Coronavirus disease 2019 (COVID-19); Business; Law; Public health; Medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03928068,0.001238091,0.001110126,0.002168718,0.0107828,0.0197272,0.004054136,0.02966413,0.008712315],"category_scores_gemma":[0.05438159,0.00109888,0.00131149,0.00104155,0.02627626,0.01907002,0.009202641,0.04452024,0.005313745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.010682,"about_ca_system_score_gemma":0.03715218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03975881,"about_ca_topic_score_gemma":0.03142705,"domain_scores_codex":[0.9699787,0.009909981,0.001432728,0.002321497,0.0140464,0.002310545],"domain_scores_gemma":[0.9624298,0.01923717,0.001621074,0.002804272,0.01122705,0.002680739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001739859,0.00005002544,0.0002990335,0.0001211391,0.000009584059,0.00006450834,0.001812425,0.0002274647,0.0001541052,0.8017147,0.1745052,0.02102455],"study_design_scores_gemma":[0.00003662554,0.00005801541,0.000283866,0.000889971,0.00001922541,0.00008301334,0.0007432299,0.0003233921,0.0002518703,0.2542171,0.7430483,0.00004536863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001206365,0.009459866,0.01687679,0.8372874,0.006364715,0.0001176512,0.0001091306,0.0002165935,0.1283614],"genre_scores_gemma":[0.1131507,0.01272666,0.0280485,0.7673416,0.007153559,0.000822937,0.0001664586,0.0004535255,0.07013591],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03975881,"threshold_uncertainty_score":0.2077386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05413637902746612,"score_gpt":0.4090061149462496,"score_spread":0.3548697359187835,"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."}}