{"id":"W2739372961","doi":"10.1016/j.amepre.2017.05.021","title":"Use and Perceptions of Caffeinated Energy Drinks and Energy Shots in Canada","year":2017,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"Coffee research and impacts","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Alertness; Environmental health; Energy (signal processing); Perception; Medicine; Consumption (sociology); Product (mathematics); Psychology; Statistics; Mathematics; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002863866,0.0001081438,0.0005766991,0.0002397004,0.00005765101,0.000009813988,0.0001006171,0.00001784173,0.00008394258],"category_scores_gemma":[0.0009610464,0.00007540591,0.00003328922,0.0001159743,0.0007269628,0.0001648233,0.0000570095,0.0001886986,4.446514e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001541584,"about_ca_system_score_gemma":0.0007571465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7758883,"about_ca_topic_score_gemma":0.4929053,"domain_scores_codex":[0.9988478,0.0001200576,0.0003526749,0.0001104832,0.0003594147,0.0002095771],"domain_scores_gemma":[0.9984829,0.0001889944,0.0004523457,0.0001932634,0.0002678819,0.0004145504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000590397,0.000100998,0.6345525,0.00004352997,0.0002407263,0.0005647179,0.0007550815,0.000001121117,0.02356686,0.0001192528,0.001835094,0.3376297],"study_design_scores_gemma":[0.001791829,0.002125511,0.9910131,0.0007778278,0.0000828156,0.0003913345,0.002051183,0.00006948233,0.0006387644,0.00006617756,0.0009287436,0.00006327417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959369,0.0007328751,0.0001682861,0.002760982,0.00005267013,0.00003488938,0.000004909874,0.00000106899,0.0003073724],"genre_scores_gemma":[0.9962344,0.002966626,0.0001055881,0.000176043,0.00008821522,0.00000106014,0.000002141293,0.000009223778,0.0004167375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3564605,"threshold_uncertainty_score":0.5163479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927476250716495,"score_gpt":0.3084927148978029,"score_spread":0.289217952390638,"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."}}