{"id":"W4416789122","doi":"10.1038/s41598-024-78999-8","title":"Understanding of adolescents’ knowledge, attitudes, and prevention practices toward COVID-19 using a web-based cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Declaration; Psychological intervention; Pandemic; Public health; Computer-assisted web interviewing; Preventive healthcare; Regression analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009895806,0.0001751747,0.0003151553,0.0006345786,0.0004714035,0.0007846484,0.0001812379,0.0003734975,0.002148984],"category_scores_gemma":[0.001819546,0.0003139542,0.0004361668,0.0006170662,0.0001953226,0.0006747076,0.0003722249,0.0008231817,0.0004274806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003173744,"about_ca_system_score_gemma":0.0005036804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007664105,"about_ca_topic_score_gemma":0.00920378,"domain_scores_codex":[0.9996208,0.00007494477,0.00006417309,0.00005389495,0.0001004569,0.00008566131],"domain_scores_gemma":[0.9987339,0.0002542975,0.0004582361,0.0000534909,0.0002694872,0.0002305505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002387366,0.0001581782,0.9968797,0.00002335881,0.00001664055,0.00005761814,0.00106297,0.00001293934,0.00009143937,0.00001728775,0.00009111834,0.001564863],"study_design_scores_gemma":[0.00000448432,0.0003579613,0.9954106,0.00003811886,0.00002601646,0.0002062753,0.003247796,0.00008280204,0.00008043693,0.00001361834,0.0005271814,0.000004597664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991266,0.00008050732,0.00003112649,0.0000376876,0.000002221162,0.00002266856,0.0002530123,0.000001018211,0.0004450715],"genre_scores_gemma":[0.9990811,0.0001674974,0.00009158967,0.00005440712,0.000003427324,0.0000333682,0.0002573821,8.890747e-7,0.0003103123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007664105,"threshold_uncertainty_score":0.015239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.333843900352383,"score_gpt":0.5285484730219996,"score_spread":0.1947045726696166,"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."}}