{"id":"W4386324478","doi":"10.3390/jcm12175680","title":"Anxiety Symptoms, COVID-19-Related Stress Reactions in the Italian General Population, and Validation of the Italian COVID Stress Scales (CSS-I)","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Ottawa","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Stress (linguistics); Anxiety; Population; Clinical psychology; Pandemic; Psychiatry; Virology; Internal medicine; Environmental health; 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":[0.001371237,0.0004552439,0.0002232641,0.0007912903,0.000323992,0.0004603983,0.0002128884,0.0003479281,0.001313418],"category_scores_gemma":[0.003035228,0.000166855,0.0005087575,0.0005328277,0.0003296995,0.0001632255,0.000675209,0.0003964788,0.0002382251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004834929,"about_ca_system_score_gemma":0.0004661657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005707867,"about_ca_topic_score_gemma":0.008105537,"domain_scores_codex":[0.9995281,0.0001533571,0.00005729207,0.00007845758,0.0001186312,0.00006417392],"domain_scores_gemma":[0.998993,0.0001097898,0.0004638578,0.0001016726,0.0001920375,0.000139659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002287625,0.0001444838,0.9745,0.0001847212,0.00009344346,0.0001822928,0.001306733,0.0001078796,0.0008743482,0.0001719926,0.00217837,0.02002686],"study_design_scores_gemma":[0.00001001201,0.00009001041,0.9987791,0.00002157487,0.00001400743,0.0002179392,0.0001603554,0.00004349018,0.00003186212,0.00002726203,0.0006008216,0.000003616004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943655,0.00093322,0.0002167484,0.0002193569,0.00004019909,0.0001902739,0.0009290083,0.00001144238,0.003094268],"genre_scores_gemma":[0.9968342,0.0005348868,0.0005558833,0.00007849531,0.00004963241,0.0002004364,0.001381365,0.000003801895,0.0003614195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005707867,"threshold_uncertainty_score":0.01134926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1345599993545505,"score_gpt":0.5147759280011993,"score_spread":0.3802159286466488,"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."}}