{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009888799,0.0001268225,0.0001779967,0.0001324323,0.0002645155,0.00009408945,0.0001826261,0.00004982215,0.0002717703],"category_scores_gemma":[0.0002540308,0.000102564,0.00003491724,0.001264551,0.0002585273,0.0002912257,0.00008844254,0.0001385006,0.00001850126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001874221,"about_ca_system_score_gemma":0.0008805607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001306965,"about_ca_topic_score_gemma":0.00001373677,"domain_scores_codex":[0.9976268,0.00003369304,0.0001757723,0.0005112958,0.001322312,0.0003300561],"domain_scores_gemma":[0.9985765,0.00002871255,0.00006205203,0.0006312629,0.0004628339,0.0002385882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005082482,0.0000650966,0.8172579,0.00001685121,0.0000106796,0.00007033438,0.0007711978,0.00008409216,0.1328131,0.0003850219,0.0007017869,0.04777316],"study_design_scores_gemma":[0.0004175883,0.0001805004,0.8994626,0.0001528149,0.00005623438,0.0001302214,0.0004185598,0.00004092888,0.09844362,0.00002544489,0.0005285815,0.0001428663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954977,0.00004809117,0.00009386139,0.001118198,0.0002069174,0.0002016938,0.000001352982,0.00008624366,0.002745928],"genre_scores_gemma":[0.9957995,0.000001604812,0.001177028,0.001091544,0.0000885374,0.00001694327,0.000004749349,0.00001480557,0.001805283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08220477,"threshold_uncertainty_score":0.4182437,"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."}}