{"id":"W3156958109","doi":"10.18001/trs.7.3.5","title":"Evaluating Cigarette Pack Insert Messages with Tips to Quit","year":2021,"lang":"en","type":"article","venue":"Tobacco Regulatory Science","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Quit smoking; Smoking cessation; Food and drug administration; Medicine; Advertising; Psychology; Environmental health; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003052814,0.0006275686,0.0004364848,0.0005086898,0.0005353573,0.0007011871,0.0002923077,0.000583579,0.004170086],"category_scores_gemma":[0.01306824,0.0002089335,0.0006354171,0.000348974,0.0002152501,0.0005104839,0.0004044775,0.0007392266,0.0005245609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096163,"about_ca_system_score_gemma":0.001549057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01806249,"about_ca_topic_score_gemma":0.03713847,"domain_scores_codex":[0.998354,0.0005188163,0.0001194846,0.00008036025,0.0008077759,0.0001197158],"domain_scores_gemma":[0.9922644,0.004169403,0.0013082,0.0001632208,0.001513883,0.0005809249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03035855,0.04153633,0.364226,0.006155566,0.0009640083,0.0002779246,0.02601182,0.00140973,0.04185897,0.0004998636,0.007495485,0.4792056],"study_design_scores_gemma":[0.001887978,0.0571719,0.9057202,0.00065291,0.001897364,0.0001702795,0.005629227,0.003393596,0.01300337,0.0001549376,0.01016448,0.000153823],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958859,0.0002155732,0.0002889699,0.0000911399,0.0000278708,0.0004676465,0.0001367808,0.00003229549,0.002853817],"genre_scores_gemma":[0.9906909,0.0005153347,0.004454063,0.0002071969,0.0000466602,0.0006353389,0.000410543,0.00001463618,0.003025268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01806249,"threshold_uncertainty_score":0.03591472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06349163241827237,"score_gpt":0.3652272169737614,"score_spread":0.301735584555489,"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."}}