{"id":"W6902718136","doi":"10.6084/m9.figshare.c.7491067","title":"Children’s self-reported exposure to sugary beverage advertisements and association with intake across six countries before and during the COVID-19 pandemic: a repeat cross-sectional study","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Waterloo; Université Laval","funders":"","keywords":"Logistic regression; Pandemic; Association (psychology); Multinomial logistic regression; Unhealthy food; Public 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":[0.001226186,0.0003506742,0.0004837448,0.001035672,0.0005907256,0.0009385401,0.0005774246,0.0006709069,0.001639769],"category_scores_gemma":[0.003129056,0.0006587778,0.0009000585,0.002034579,0.0003997003,0.0007651352,0.0008877626,0.001010197,0.0004157428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000699076,"about_ca_system_score_gemma":0.0005695419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04826392,"about_ca_topic_score_gemma":0.05243517,"domain_scores_codex":[0.9989766,0.0002503712,0.0001384772,0.0002658805,0.0001869848,0.0001817463],"domain_scores_gemma":[0.9966906,0.0004213412,0.001678034,0.0003044296,0.0005208969,0.0003847228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003142558,0.00003197897,0.9989575,0.00001848403,0.00005294808,0.00002171584,0.0002416745,0.0000197164,0.00006538078,0.000008393893,0.0001010531,0.0004496352],"study_design_scores_gemma":[0.000001997409,0.00006007423,0.9991642,0.00001014982,0.00001956943,0.00004293893,0.0004903792,0.00003740731,0.00003948031,0.000003645433,0.0001262954,0.000003787713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997216,0.0001622186,0.00007261641,0.00002914489,0.00000638622,0.00002709415,0.002118724,0.00000509167,0.000362598],"genre_scores_gemma":[0.997278,0.0001587376,0.0002609199,0.00004246486,0.000007560292,0.00007294111,0.00193378,0.000005352202,0.0002400962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04826392,"threshold_uncertainty_score":0.09596598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02333720232364358,"score_gpt":0.3163294445064196,"score_spread":0.292992242182776,"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."}}