{"id":"W3209875285","doi":"10.5539/gjhs.v13n12p12","title":"Prevalence of Depression and Associated Factors among Medical Students in a Southern Nigerian University","year":2021,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Health and Well-being Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Anxiety; Medicine; DASS; Suicidal ideation; Psychiatry; Clinical psychology; Incidence (geometry); Population; Cross-sectional study; Psychology; Demography; Suicide prevention; Poison control; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003121872,0.0001355557,0.0001848549,0.000697682,0.0006326296,0.0005004401,0.0001499935,0.0003217573,0.001904239],"category_scores_gemma":[0.0007390618,0.0001907042,0.0001298564,0.0005864316,0.0002213381,0.0002800609,0.0003787976,0.0002915835,0.0002014172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002696084,"about_ca_system_score_gemma":0.0004115681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003253529,"about_ca_topic_score_gemma":0.007294845,"domain_scores_codex":[0.9997962,0.00003911689,0.00003113049,0.00002247164,0.00005432066,0.00005681269],"domain_scores_gemma":[0.999519,0.00005058498,0.0002047287,0.00001212787,0.00004862656,0.0001649313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001300375,0.00005001432,0.9981506,0.00001154818,0.000004095208,0.00008687229,0.000271299,0.000004270351,0.0002380733,0.000006875084,0.00004851841,0.00111465],"study_design_scores_gemma":[0.000002164659,0.00008088825,0.9978846,0.00001717057,0.000004103298,0.0002862354,0.001515897,0.00002603316,0.00004146746,0.000007982569,0.0001315755,0.000001964993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996481,0.00008401566,0.000007638344,0.00004276287,0.000002158655,0.000004722973,0.0000338126,5.918511e-7,0.0001761933],"genre_scores_gemma":[0.9996783,0.0001255538,0.0000241875,0.00002243332,0.000003694802,0.000004564151,0.00003623381,1.463289e-7,0.0001050063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003253529,"threshold_uncertainty_score":0.00646919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850838292810856,"score_gpt":0.3649972641221756,"score_spread":0.3464888811940671,"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."}}