{"id":"W3044161152","doi":"10.22541/au.158999378.87800067","title":"Anxiety and Depression Scores in Maternity Healthcare Workers during the Covid-19 Pandemic","year":2020,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Anxiety; Pandemic; Depression (economics); Coronavirus disease 2019 (COVID-19); Health care; Psychology; Psychiatry; 2019-20 coronavirus outbreak; Medicine; Clinical psychology; Political science; Virology; Disease; Economics","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":[0.0005622449,0.0002111476,0.0002300617,0.000659442,0.00053661,0.000595129,0.0003799208,0.000599777,0.001976562],"category_scores_gemma":[0.004196308,0.0002814673,0.000329357,0.0006148964,0.0003185992,0.000388733,0.0007557336,0.001096149,0.0003197628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005035038,"about_ca_system_score_gemma":0.0003598145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03036495,"about_ca_topic_score_gemma":0.03259866,"domain_scores_codex":[0.9995493,0.0001163321,0.00003695917,0.00006273633,0.00009962013,0.0001349855],"domain_scores_gemma":[0.9983974,0.000252487,0.0005843124,0.00005158488,0.0001811614,0.0005330462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000127555,0.00006356139,0.9956915,0.00001302885,0.00002502488,0.00008088677,0.0006040302,0.00003109666,0.0001468772,0.0000174645,0.0008772715,0.002321702],"study_design_scores_gemma":[0.000002510308,0.0000352112,0.9992375,0.000008358576,0.000003976525,0.0000301144,0.0005732151,0.00002499378,0.000009779213,0.000005928282,0.00006551609,0.000002800592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976612,0.0002196753,0.00001862921,0.0002637667,0.00002276944,0.00001344744,0.0005105911,0.000002919829,0.001286922],"genre_scores_gemma":[0.9989316,0.0001601804,0.00002464924,0.00009045842,0.00002244176,0.00001593273,0.0003471123,0.000001724431,0.0004060044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03036495,"threshold_uncertainty_score":0.06037641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1304802617233027,"score_gpt":0.4399078804492967,"score_spread":0.3094276187259941,"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."}}