{"id":"W2791283330","doi":"10.3390/ijerph15020282","title":"Testing Cessation Messages for Cigarette Package Inserts: Findings from a Best/Worst Discrete Choice Experiment","year":2018,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Cancer Institute; National Institutes of Health","keywords":"Smoking cessation; Computer science; Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00202174,0.0001107717,0.000222957,0.0002888422,0.000244583,0.0001947421,0.000310653,0.0000614087,0.0006623348],"category_scores_gemma":[0.000452636,0.0001160038,0.00005669528,0.00006535045,0.0002456344,0.00070013,0.0001279476,0.000205863,0.00004815658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008785239,"about_ca_system_score_gemma":0.00006888342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004525333,"about_ca_topic_score_gemma":0.00003353357,"domain_scores_codex":[0.9983481,0.00005829697,0.000713265,0.0002763149,0.0002310245,0.0003729808],"domain_scores_gemma":[0.9987732,0.0003404644,0.0004414037,0.0001193972,0.00004142819,0.0002841734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001112431,0.0006559555,0.9500767,0.00001608151,0.0002776566,0.000004034488,0.002949524,0.000006852686,0.001943197,0.004436637,0.002428208,0.03709391],"study_design_scores_gemma":[0.001710424,0.0014695,0.9372263,0.00006514549,0.00000291227,0.00001238713,0.001669595,0.0006840239,0.0007138447,0.01171738,0.04454124,0.00018725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874438,0.001352585,0.002952577,0.006630508,0.0003337732,0.000214068,0.0003842537,0.000003971627,0.000684461],"genre_scores_gemma":[0.9964726,0.0007837164,0.001276657,0.0004820793,0.0006751004,0.00002097692,0.000088521,0.00001875391,0.0001815954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04211303,"threshold_uncertainty_score":0.7252101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2569541627227398,"score_gpt":0.3667808905249185,"score_spread":0.1098267278021787,"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."}}