{"id":"W4297983678","doi":"10.1371/journal.pone.0269396","title":"Time perspective predicts levels of anxiety and depression during the COVID-19 outbreak: A cross-cultural study","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Psychological and Temporal Perspectives Research","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Università degli Studi di Padova","keywords":"Anxiety; Neuroticism; Depression (economics); Clinical psychology; Psychology; Hospital Anxiety and Depression Scale; Demography; Population; Chronotype; Personality; Psychiatry; Medicine; Environmental health; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005306383,0.0001427463,0.0002676171,0.00007003832,0.0006214713,0.00003990767,0.0003733985,0.00005300147,0.004812263],"category_scores_gemma":[0.0004095367,0.000090969,0.00006207934,0.0003099342,0.0004567726,0.0001009521,0.0005638362,0.0005026167,0.00003586385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001787972,"about_ca_system_score_gemma":0.00002856857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003965172,"about_ca_topic_score_gemma":0.00000765794,"domain_scores_codex":[0.997751,0.0005693883,0.0002119485,0.0005463387,0.0006182899,0.0003030193],"domain_scores_gemma":[0.9989826,0.00018525,0.0001017996,0.0003865988,0.0001828838,0.0001608752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00249419,0.01767983,0.8577924,0.00005586784,0.001207281,0.0001192985,0.08253336,0.00002502799,0.0365214,0.0005460966,0.0008055216,0.0002197673],"study_design_scores_gemma":[0.002510315,0.0008733816,0.9599306,0.000006775234,0.00004323347,0.0000386948,0.03526297,0.00003292322,0.0003234017,0.0007266608,0.0001077027,0.0001433166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819621,0.0005151819,0.000001228788,0.0009353947,0.00004302663,0.0009230108,0.0002298698,0.0000728036,0.01531732],"genre_scores_gemma":[0.9938505,0.00001001652,0.00001695269,0.0001621307,0.00009033996,0.0002426749,0.000003147124,0.00001390227,0.005610284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1021383,"threshold_uncertainty_score":0.9960974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1335169575416235,"score_gpt":0.4037442236065688,"score_spread":0.2702272660649452,"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."}}