{"id":"W4416910353","doi":"10.1093/heapro/daaf202","title":"‘Everyone’s a bit buzzed, why not share that’: exploring alcohol-related user-generated content among young people in Victoria, Australia","year":2025,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"SafeFood; Cancer Council Victoria; Australian Research Council; Northern Territory Government; Medical Research Future Fund; Foundation for Alcohol Research and Education; World Anti-Doping Agency; VicHealth; Australian Sports Commission; UNICEF; Cancer Institute NSW; National Institute for Health and Care Research; Ian Potter Foundation; Department of Health, State Government of Victoria; Queensland Government; Department of Health and Ageing, Australian Government; New South Wales Government; Victorian Responsible Gambling Foundation; National Health and Medical Research Council; Elsevier Foundation; National Heart Foundation of Australia; National Drug Law Enforcement Research Fund; World Health Organization","keywords":"Thematic analysis; Social media; Permissive; Reflexivity; Shame; Qualitative research; Content analysis; Binge drinking; Action (physics); Human sexuality","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004006994,0.0003671896,0.0005553301,0.001013012,0.004852552,0.003226473,0.0008890731,0.0009547485,0.001656765],"category_scores_gemma":[0.006546828,0.0005805276,0.0003881858,0.0009181537,0.003941011,0.002538393,0.004304259,0.001373419,0.0002788406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004500285,"about_ca_system_score_gemma":0.005849547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1310707,"about_ca_topic_score_gemma":0.2147352,"domain_scores_codex":[0.9978653,0.001235583,0.0001042084,0.0001288732,0.0003003523,0.0003657126],"domain_scores_gemma":[0.9965964,0.001677901,0.0004314566,0.00008027978,0.0005191549,0.0006947991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007903791,0.00001086498,0.006452973,0.0001247717,0.000003441001,0.0005072634,0.9895286,0.000005125463,0.0004310507,0.0001192252,0.0001661709,0.002642695],"study_design_scores_gemma":[0.000001293269,0.00003516215,0.01046008,0.0001381319,0.000005813622,0.0002106199,0.9850456,0.00003060318,0.00008996799,0.00007604331,0.003897891,0.000008718877],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955615,0.0006622499,0.0003490755,0.001110189,0.00002349089,0.00009953923,0.00006161722,0.000008398426,0.002124055],"genre_scores_gemma":[0.994619,0.001113603,0.0007433738,0.0007349224,0.00001365889,0.0001144883,0.0000446387,0.00001832142,0.002597881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1310707,"threshold_uncertainty_score":0.2606156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2059245506845324,"score_gpt":0.370177044974853,"score_spread":0.1642524942903207,"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."}}