{"id":"W4366990590","doi":"10.1177/10105395231169077","title":"Health-Related Habits and Health Promotion Behaviors in People With Alcohol Flushing","year":2023,"lang":"en","type":"article","venue":"Asia Pacific Journal of Public Health","topic":"Nutrition, Health and Food Behavior","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gil Medical Center, Gachon University; Gachon University","keywords":"Medicine; Logistic regression; Demographics; Flushing; Health promotion; Environmental health; Alcohol; Cross-sectional study; Quarter (Canadian coin); Mental health; Gerontology; Family medicine; Public health; Demography; Psychiatry; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003683183,0.0001082909,0.0002341148,0.0006511181,0.0003293056,0.0003363332,0.0001067063,0.0003125822,0.001364314],"category_scores_gemma":[0.001103758,0.0001561532,0.0003419942,0.0006229518,0.0001672022,0.000334496,0.0002423206,0.0003002915,0.0001076534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851101,"about_ca_system_score_gemma":0.000258389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113726,"about_ca_topic_score_gemma":0.01599868,"domain_scores_codex":[0.9998507,0.00004106146,0.00002017312,0.00001939854,0.00002395726,0.000044683],"domain_scores_gemma":[0.9997134,0.00004972622,0.0001281854,0.00001150933,0.00003262743,0.00006447263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003500841,0.00007153331,0.9976642,0.00001555413,0.00001970679,0.00005098904,0.0001964894,0.000005989581,0.0000564842,0.00000600865,0.00003090925,0.001847076],"study_design_scores_gemma":[0.000002574405,0.00007037145,0.9992622,0.00001383983,0.00001642839,0.00007452546,0.0004312538,0.00003173388,0.00001258731,0.00001219724,0.00007097691,0.000001438159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991436,0.0004207259,0.00001508469,0.00004613095,0.000003991656,0.000004690621,0.00005586234,7.830729e-7,0.0003089199],"genre_scores_gemma":[0.9995469,0.0002366393,0.00002333818,0.0000365155,0.000004476655,0.000003712701,0.00004313136,2.845311e-7,0.0001049161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01113726,"threshold_uncertainty_score":0.02214491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07579704378468055,"score_gpt":0.3512671356560546,"score_spread":0.275470091871374,"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."}}