{"id":"W3023712445","doi":"10.1016/j.psyneuen.2020.104703","title":"Covid-19: An Urgent Need For A Psychoneuroendocrine Perspective","year":2020,"lang":"en","type":"editorial","venue":"Psychoneuroendocrinology","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"National Cancer Institute","keywords":"Coronavirus disease 2019 (COVID-19); Perspective (graphical); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Pandemic; Coronavirus Infections; Intensive care medicine; Medicine; Psychology; Virology; Computer science; Internal medicine; Outbreak; Artificial intelligence; 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":[0.02131942,0.004202381,0.007126438,0.00653449,0.006338402,0.0158403,0.005657258,0.04086328,0.02302985],"category_scores_gemma":[0.065783,0.002222817,0.004672284,0.003097668,0.004826502,0.008468186,0.005206018,0.03755519,0.01346458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006859245,"about_ca_system_score_gemma":0.01020959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004511304,"about_ca_topic_score_gemma":0.01470479,"domain_scores_codex":[0.9865596,0.003153882,0.002005696,0.001142659,0.006004554,0.001133647],"domain_scores_gemma":[0.9147203,0.03979956,0.004898096,0.002256867,0.02441012,0.01391505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002806196,0.000009618558,0.00002886931,0.000268261,0.00002214006,0.00007599533,0.00001631465,0.00001080015,0.00001371965,0.0003163089,0.9953046,0.003905245],"study_design_scores_gemma":[0.0001506175,0.00003397348,0.0002832175,0.001509613,0.0001216362,0.0002626648,0.0001089226,0.0001249417,0.00004116028,0.001902028,0.9954224,0.00003877444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001254125,0.007868133,0.00004069468,0.0550102,0.9362568,0.000009246012,0.00002803067,0.00001855342,0.0007558314],"genre_scores_gemma":[0.0001580958,0.003257221,0.00005223533,0.02606875,0.9680641,0.000014213,0.0000181342,0.00001611324,0.002351253],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04086328,"threshold_uncertainty_score":0.1127492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0889460421770206,"score_gpt":0.4626102257772222,"score_spread":0.3736641836002016,"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."}}