{"id":"W4321605175","doi":"10.1101/2023.02.23.23286343","title":"PREVALENCE OF DEPRESSION AND ANXIETY IN COLOMBIA: WHAT HAPPENED DURING COVID-19 PANDEMIC?","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Anxiety; Pandemic; Mental health; Depression (economics); Coronavirus disease 2019 (COVID-19); Population; Psychiatry; Medicine; Demography; Psychology; Environmental health; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0006928741,0.0002752101,0.0003365311,0.0005974788,0.00037652,0.001056366,0.0005162021,0.0005382587,0.001720655],"category_scores_gemma":[0.003818667,0.0001797273,0.0005010716,0.0005289874,0.0003234149,0.0006054603,0.000511675,0.0006743784,0.0001047639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003178887,"about_ca_system_score_gemma":0.001125414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2159448,"about_ca_topic_score_gemma":0.2068399,"domain_scores_codex":[0.9995195,0.000181966,0.00002668262,0.00009205957,0.00006831924,0.0001115112],"domain_scores_gemma":[0.9991246,0.0003219982,0.0002009078,0.00003517043,0.0002209769,0.00009638901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002892485,0.0001023806,0.962951,0.0002908561,0.0001416929,0.0006064376,0.0009041148,0.01795083,0.0004011243,0.001266455,0.003682273,0.01141356],"study_design_scores_gemma":[0.000055156,0.0001945122,0.9234815,0.0003205404,0.0001893428,0.000403803,0.005400569,0.06237385,0.0005260456,0.001324276,0.005637177,0.00009337604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881119,0.001423131,0.001099319,0.002061843,0.00007834458,0.00007190098,0.003478805,0.00004219382,0.003632694],"genre_scores_gemma":[0.9983101,0.0003171331,0.0003193541,0.000084279,0.00001331873,0.00002195712,0.0007337904,0.000004212363,0.0001959434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2159448,"threshold_uncertainty_score":0.4293758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072378792604362,"score_gpt":0.4190365564618481,"score_spread":0.3117986772014119,"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."}}