{"id":"W4280616281","doi":"10.5539/hes.v12n2p155","title":"Online Health Education Program to Prevent Tobacco Use for Student Teachers during COVID-19 Pandemic in Thailand: Design, Challenges, and Outcomes","year":2022,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kasetsart University Research and Development Institute; Kasetsart University","keywords":"Pandemic; Health education; Meditation; Intervention (counseling); Tobacco control; Public health; Focus group; Psychology; Program evaluation; Medical education; Medicine; Coronavirus disease 2019 (COVID-19); Gerontology; Nursing; Sociology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007382981,0.0001952917,0.0003472742,0.0002668891,0.000387065,0.00001907877,0.0001296322,0.00003633148,0.00005483684],"category_scores_gemma":[0.00004802718,0.0001866319,0.00004336127,0.0001858479,0.00003047291,0.00007519187,0.0001425022,0.0001632761,0.000003932326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002835547,"about_ca_system_score_gemma":0.001349877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001396349,"about_ca_topic_score_gemma":0.0014678,"domain_scores_codex":[0.9980832,0.0004036437,0.0004283155,0.0005296108,0.0001859992,0.0003691928],"domain_scores_gemma":[0.9988437,0.0003943387,0.0001777484,0.0002757232,0.0000561853,0.0002522459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002024719,0.01110727,0.6610762,0.0004105265,0.0001757637,7.961496e-7,0.1455131,0.00003813802,0.000005421262,0.001396495,0.01676858,0.1633052],"study_design_scores_gemma":[0.000634321,0.0004050171,0.6781186,0.00002585167,0.00001550526,0.00000408406,0.0851725,1.329225e-7,3.055346e-7,0.0001315561,0.235361,0.0001311683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9144001,0.04298451,0.00001249147,0.03529349,0.002471873,0.00468245,0.00003067131,0.0001038094,0.00002063708],"genre_scores_gemma":[0.9432074,0.004768833,0.001404,0.01434546,0.0002279031,0.01951003,0.00009467782,0.00004233824,0.01639935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2185924,"threshold_uncertainty_score":0.7610627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3132086062389425,"score_gpt":0.5514965232002689,"score_spread":0.2382879169613263,"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."}}