{"id":"W4384069944","doi":"10.1186/s12888-023-04989-1","title":"Alcohol use disorder among healthcare professional students: a structural equation model describing its effect on depression, anxiety, and risky sexual behavior","year":2023,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Mbarara University of Science and Technology","keywords":"Anxiety; Structural equation modeling; Depression (economics); Clinical psychology; Psychiatry; Mental health; Population; Psychology; Generalized anxiety disorder; Alcohol use disorder; Psychological intervention; Medicine; Alcohol","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":[0.003971095,0.001313668,0.001180289,0.001655521,0.00108541,0.00207353,0.001879541,0.002292019,0.006608196],"category_scores_gemma":[0.005421446,0.0009878055,0.002807884,0.001470227,0.0007088883,0.001286217,0.001592317,0.002461282,0.0008358561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002444224,"about_ca_system_score_gemma":0.004448069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05758377,"about_ca_topic_score_gemma":0.03885409,"domain_scores_codex":[0.9983785,0.0009656422,0.00006587534,0.0002003896,0.0001412162,0.000248405],"domain_scores_gemma":[0.9971554,0.001833566,0.0003775515,0.00009602635,0.0003017202,0.0002356925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008728235,0.002647453,0.8290777,0.0003129371,0.001942331,0.001408687,0.004988694,0.1123246,0.0009324258,0.01339393,0.007485699,0.02461275],"study_design_scores_gemma":[0.0003523362,0.0009701282,0.1511361,0.0004584688,0.001126118,0.0004585003,0.002972319,0.8283001,0.0002168281,0.01062387,0.00328029,0.00010493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713659,0.0007644952,0.01734421,0.004374096,0.0001656362,0.0003405257,0.002444163,0.0001614671,0.003039621],"genre_scores_gemma":[0.9876961,0.0005333169,0.007134425,0.0002122485,0.00006213727,0.0004201801,0.001506015,0.00001692952,0.00241867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05758377,"threshold_uncertainty_score":0.1144972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1766468359994385,"score_gpt":0.4576813837708228,"score_spread":0.2810345477713844,"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."}}