{"id":"W3110863340","doi":"10.2196/24206","title":"Anxiety and Sleep Disturbances Among Health Care Workers During the COVID-19 Pandemic in India: Cross-Sectional Online Survey","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Cross-sectional study; Health care; Pandemic; Medicine; Personal protective equipment; Scale (ratio); Psychiatry; Family medicine; Psychology; Environmental health; Coronavirus disease 2019 (COVID-19); Disease","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":[0.0005824066,0.0002004528,0.0002827454,0.0008372651,0.0005910686,0.0005984426,0.0003967875,0.000527302,0.001261199],"category_scores_gemma":[0.001290956,0.0003347681,0.0003729748,0.0007664618,0.0003298026,0.0004317817,0.0006392615,0.0006946384,0.0002589991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004039154,"about_ca_system_score_gemma":0.0003972419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007949282,"about_ca_topic_score_gemma":0.0132583,"domain_scores_codex":[0.9995559,0.00009897391,0.00007101979,0.00006157555,0.00009885872,0.0001136454],"domain_scores_gemma":[0.9988375,0.000169949,0.0005694575,0.00005157013,0.000145973,0.0002254425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002558237,0.0001492641,0.9960294,0.00007695073,0.00001999758,0.0001652269,0.001509165,0.00001545505,0.0002265103,0.00000990746,0.0002636994,0.001508865],"study_design_scores_gemma":[0.000003148309,0.0001512595,0.9948614,0.00002794822,0.00001158759,0.0002842211,0.004380457,0.0000402801,0.00003153632,0.000005221183,0.000197872,0.000005011719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988433,0.0001219935,0.00002345442,0.0000921405,0.00000533385,0.00004513479,0.0004344343,0.000002757334,0.0004313782],"genre_scores_gemma":[0.9989807,0.000215031,0.00008395164,0.0001854463,0.00001097981,0.00005197987,0.0003048565,9.534847e-7,0.000166185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007949282,"threshold_uncertainty_score":0.01580602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0987500166787859,"score_gpt":0.4198984239483443,"score_spread":0.3211484072695583,"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."}}