{"id":"W4315471247","doi":"10.1186/s43045-022-00273-2","title":"Prevalence and correlates of health anxiety among medical students: a cross-sectional study from the United Arab Emirates","year":2023,"lang":"en","type":"article","venue":"Middle East Current Psychiatry","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Anxiety; Mental health; Cross-sectional study; Medicine; Clinical psychology; Significant difference; Psychiatry; Family medicine; Psychology; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007750794,0.0002228185,0.0003397831,0.0001144029,0.0002246481,0.00005971847,0.0003325075,0.00008096581,0.0001728783],"category_scores_gemma":[0.00009193788,0.0001455736,0.0001023137,0.0006009652,0.0002319549,0.00007241047,0.0001420215,0.0003130183,0.00004222583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000028246,"about_ca_system_score_gemma":0.000168166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000276443,"about_ca_topic_score_gemma":0.00007875665,"domain_scores_codex":[0.9973522,0.0001749901,0.0006602639,0.0004194767,0.001104995,0.0002881181],"domain_scores_gemma":[0.9989558,0.0001099017,0.0002624782,0.0003977077,0.00007676073,0.0001973396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001084081,0.002940248,0.9927405,0.0002840773,0.0003184947,0.000001440249,0.001997304,0.000002951655,3.337532e-7,0.00005271512,0.0006405325,0.0009130517],"study_design_scores_gemma":[0.003961611,0.0003545838,0.9903368,0.001696418,0.00007142144,0.000007636063,0.002393794,0.0004617275,1.950471e-7,0.0005082596,0.00009883454,0.0001086801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893457,0.006696523,0.00002373352,0.0005928066,0.002126649,0.0009690106,0.0001071519,0.00009266367,0.00004572098],"genre_scores_gemma":[0.9983454,0.000935084,0.00001951704,0.0001521528,0.0001525794,0.0000767917,0.0001773184,0.00002172376,0.0001194414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008999651,"threshold_uncertainty_score":0.593632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04217475897995038,"score_gpt":0.3409778233339253,"score_spread":0.298803064353975,"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."}}