{"id":"W3115536716","doi":"10.1016/j.ajp.2020.102531","title":"Factors associated with psychological outcomes among frontline healthcare providers of India during COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Asian Journal of Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Manitoba Health","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; MEDLINE; Medicine; Psychology; Family medicine; Virology; Political science; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002732583,0.0001407646,0.0001510732,0.0004620622,0.001032232,0.001103238,0.0004057739,0.0004542408,0.003338327],"category_scores_gemma":[0.003555292,0.0001928988,0.000280787,0.001049002,0.0003626656,0.0004180085,0.0008514491,0.001713164,0.0001993737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009501776,"about_ca_system_score_gemma":0.002039473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04595155,"about_ca_topic_score_gemma":0.06508783,"domain_scores_codex":[0.9994485,0.00009976446,0.00005439195,0.00005109529,0.00006461052,0.0002816516],"domain_scores_gemma":[0.9975383,0.000337953,0.001065709,0.0000503529,0.0002211709,0.0007864224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002755623,0.00005026023,0.9974712,0.00001480185,0.00001559827,0.0001841306,0.0009195113,0.00001777877,0.00004208918,0.00003991956,0.0003563352,0.0008608407],"study_design_scores_gemma":[0.000002221717,0.00003227424,0.9892887,0.00003551118,0.00001305248,0.0001760071,0.009968922,0.00005593495,0.00001768899,0.00002608884,0.0003774045,0.000006114096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979181,0.0001677601,0.00001524483,0.0006303448,0.00002037212,0.00001005493,0.0002299403,0.000001359453,0.001006901],"genre_scores_gemma":[0.9993942,0.0001193144,0.00002352636,0.0001623402,0.00001411908,0.000006066763,0.0001181673,0.000001106442,0.0001611337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04595155,"threshold_uncertainty_score":0.09136814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176232551713255,"score_gpt":0.4103893025638572,"score_spread":0.2927660473925317,"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."}}