{"id":"W4309717402","doi":"10.3390/ijerph192215405","title":"Predictors of Psychological Distress across Three Time Periods during the COVID-19 Pandemic in Poland","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Brain and Cognition Discovery Foundation; University Health Network","funders":"","keywords":"DASS; Anxiety; Mental health; Pandemic; Public health; Medicine; Depression (economics); Cross-sectional study; Coronavirus disease 2019 (COVID-19); Distress; Demography; Psychology; Environmental health; Psychiatry; Clinical psychology; Nursing","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":[0.0004559027,0.0002428512,0.0002613921,0.0005745222,0.0004557521,0.0007012455,0.0002541642,0.0003783639,0.001105506],"category_scores_gemma":[0.001931248,0.000260782,0.0004318369,0.0006843687,0.0002649273,0.0004952049,0.001204441,0.000726383,0.0001249421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005834837,"about_ca_system_score_gemma":0.000554342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01787812,"about_ca_topic_score_gemma":0.02903358,"domain_scores_codex":[0.9996327,0.00007025382,0.00005710518,0.00006971455,0.00004683522,0.0001233661],"domain_scores_gemma":[0.9991418,0.00005318692,0.0004691288,0.00002622859,0.00009015308,0.000219469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005099739,0.00002082816,0.9981827,0.00001649765,0.00002160581,0.00005988766,0.0002663697,0.00002585519,0.00007567464,0.000007112578,0.0001072011,0.001165254],"study_design_scores_gemma":[9.533331e-7,0.00002149774,0.9991753,0.000007805601,0.000003461868,0.00003613816,0.0006526954,0.00003509321,0.000009183801,0.00000355849,0.00005256191,0.000001802875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999184,0.0001473691,0.00002570473,0.00008819179,0.000005703119,0.00001604411,0.000304303,0.000001456128,0.0002270871],"genre_scores_gemma":[0.9992589,0.0001482235,0.00003778282,0.00002944387,0.00000425951,0.00001547557,0.0003930645,7.835473e-7,0.0001120129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01787812,"threshold_uncertainty_score":0.03554809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1569751942996551,"score_gpt":0.5094149122834353,"score_spread":0.3524397179837802,"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."}}