{"id":"W4405623962","doi":"10.29173/hsi420","title":"Isolation and Mental Health: A Brief Discussion of Resilience as a Potential Response to COVID-19 Pandemic Stressors","year":2021,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Isolation (microbiology); Mental health; Stressor; Resilience (materials science); Coronavirus disease 2019 (COVID-19); Public health; Quarantine; Population; Psychological resilience; Social isolation; Psychology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Population health; Environmental health; Medicine; Psychiatry; Virology; Social psychology; Nursing; Disease; Infectious disease (medical specialty); Biology; Outbreak","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003665805,0.0001670931,0.0003352232,0.0003611854,0.0009935384,0.0000467016,0.0003257258,0.00007828584,0.0001498545],"category_scores_gemma":[0.0004035789,0.0001321254,0.00004206277,0.001427225,0.001030395,0.0003508299,0.000226781,0.0002046197,0.00003666736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007154976,"about_ca_system_score_gemma":0.004725643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002183151,"about_ca_topic_score_gemma":0.0003299825,"domain_scores_codex":[0.9960913,0.0005447019,0.0007228847,0.0009267694,0.0008044128,0.0009099091],"domain_scores_gemma":[0.9973501,0.0001120025,0.0003437903,0.0005267488,0.00008584537,0.001581535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01039736,0.001251599,0.2237983,0.0009841574,0.00001524366,0.0001284091,0.2876602,0.0003588762,0.08886315,0.002900051,0.02722999,0.3564126],"study_design_scores_gemma":[0.003015637,0.005304062,0.8606557,0.0006063651,0.00000537402,0.001537773,0.1078386,0.0005468015,0.001029386,0.0007808993,0.01815155,0.0005278075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367234,0.001025385,0.001461592,0.05867103,0.001226578,0.0007280493,0.00003068387,0.0000460085,0.00008726959],"genre_scores_gemma":[0.9775704,0.0003737624,0.0008816256,0.02043529,0.00007309519,0.00003140198,0.0000112996,0.00001122535,0.0006118633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6368574,"threshold_uncertainty_score":0.8383088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07927174634162205,"score_gpt":0.4846850000619584,"score_spread":0.4054132537203364,"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."}}