{"id":"W4297501371","doi":"10.1371/journal.pgph.0000702","title":"Public perception of healthcare system response to COVID-19: Findings from a web based observational study in Villavicencio, Colombia","year":2022,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad Cooperativa de ​Colo​mb​ia","keywords":"Observational study; Quarter (Canadian coin); Health care; Psychological intervention; Pandemic; Coronavirus disease 2019 (COVID-19); Population; Observational methods in psychology; Family medicine; Social media; Psychology; Nursing; Medicine; Environmental health; Geography; Disease; Political science; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006998446,0.0003202935,0.0007723363,0.0006603811,0.0007260345,0.00006366444,0.0007144521,0.0001457396,0.002512242],"category_scores_gemma":[0.001068455,0.0003739102,0.0001112398,0.003031691,0.00005734044,0.0001865969,0.0003138639,0.0005073698,0.0001018548],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02889324,"about_ca_system_score_gemma":0.02548089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1060321,"about_ca_topic_score_gemma":0.0262765,"domain_scores_codex":[0.9880417,0.00641177,0.001533099,0.001150407,0.001539346,0.001323707],"domain_scores_gemma":[0.9955513,0.0009105764,0.0004522579,0.0008124095,0.0002328039,0.002040669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0035176,0.005164419,0.9575168,0.0006089259,0.00005840543,0.00006761926,0.01246469,0.0000469931,0.00009310824,0.006185649,0.01267731,0.001598469],"study_design_scores_gemma":[0.005056145,0.003724675,0.8906356,0.0000494235,0.000009094471,0.00001143226,0.06159934,0.000759313,2.023014e-7,0.00007751343,0.03779607,0.0002811981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7971926,0.0001012155,0.00009576402,0.1947958,0.000630852,0.003445857,0.003349286,0.0002160055,0.0001726698],"genre_scores_gemma":[0.9378483,0.000002507292,0.0002038453,0.05987866,0.00007258685,0.001352718,0.0005602168,0.00003297989,0.00004819822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1406557,"threshold_uncertainty_score":0.9998713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2894658813184519,"score_gpt":0.4473991100773016,"score_spread":0.1579332287588497,"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."}}