{"id":"W4229370493","doi":"10.5539/gjhs.v14n6p9","title":"Predictors of Depression among College Students in the Early Stages of the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Psychological intervention; Mental health; Ethnic group; Medicine; Population; Clinical psychology; Pandemic; Psychology; Gerontology; Bayesian multivariate linear regression; Promotion (chess); Sexual orientation; Demography; Regression analysis; Coronavirus disease 2019 (COVID-19); Psychiatry; Environmental health; Social psychology","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":[0.000419375,0.0001540047,0.0002009741,0.0004264546,0.0005766184,0.0007198276,0.0002343766,0.0003539228,0.001522417],"category_scores_gemma":[0.002065412,0.0001888137,0.0002226351,0.0006188213,0.0001772555,0.000312128,0.0005153514,0.001030666,0.0001861026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003359661,"about_ca_system_score_gemma":0.0005495502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02144854,"about_ca_topic_score_gemma":0.05569955,"domain_scores_codex":[0.9996964,0.0000623608,0.00003419841,0.00003805667,0.00005853882,0.000110544],"domain_scores_gemma":[0.998834,0.00009429049,0.0004359141,0.00004033445,0.0001455764,0.0004499283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000106279,0.00002809774,0.9988134,0.000002575006,0.000004900037,0.00001083851,0.00004495045,0.000005487194,0.00003340456,0.000004528548,0.00009430699,0.0009468413],"study_design_scores_gemma":[9.922059e-7,0.00002048644,0.9995143,0.000005774076,0.000002724501,0.0000198245,0.0003053418,0.00003439689,0.0000121159,0.000004723688,0.00007826475,9.803621e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987191,0.0001826308,0.00002906926,0.000227109,0.000013423,0.00002007272,0.0002058204,0.000002174666,0.0006006414],"genre_scores_gemma":[0.9994893,0.0001181213,0.00003259978,0.00006220682,0.000008164709,0.000008284764,0.0001360359,7.141643e-7,0.0001444695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02144854,"threshold_uncertainty_score":0.04264742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06760449888236494,"score_gpt":0.4612174596523321,"score_spread":0.3936129607699672,"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."}}