{"id":"W6892278200","doi":"10.5167/uzh-190398","title":"The impact of the coronavirus lockdown on mental health: evidence from the US","year":2020,"lang":"en","type":"article","venue":"Zurich Open Repository and Archive (University of Zurich)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Social Sciences and Humanities Research Council of Canada; Universität Zürich; University of Oxford","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Fusible alloy; Triacetin; Durvalumab","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004798483,0.0001396713,0.0002429018,0.00001683563,0.001386524,0.00003177261,0.001157947,0.00003836036,0.00009688244],"category_scores_gemma":[0.0000316509,0.00008173451,0.0001530024,0.0001758575,0.0004316867,0.0001236575,0.0007088723,0.0002719527,0.00001677308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135744,"about_ca_system_score_gemma":0.0003397645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05413323,"about_ca_topic_score_gemma":0.001014694,"domain_scores_codex":[0.9978022,0.001231015,0.0001901487,0.000327563,0.0002148195,0.000234257],"domain_scores_gemma":[0.9973198,0.00166871,0.0003410106,0.000473452,0.00002474557,0.0001723536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01117093,0.000834748,0.5173492,0.0001374363,0.0009017556,0.00008284568,0.1567822,0.0001468465,0.009859818,0.003259976,0.2651657,0.0343085],"study_design_scores_gemma":[0.0009453886,0.001339009,0.9683182,0.00018045,0.00003808764,0.00001341123,0.006489777,0.0001519834,0.0001506064,0.0002252694,0.0220249,0.0001228817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820626,0.001601734,0.0001279514,0.01034194,0.0003089934,0.0009309948,0.0002335249,0.00001274625,0.00437951],"genre_scores_gemma":[0.9975498,0.000417396,0.00007236352,0.00102989,0.00006333418,0.000001043202,0.000007803147,0.000008546775,0.0008497933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.450969,"threshold_uncertainty_score":0.9999135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08964910746530559,"score_gpt":0.3708871658948333,"score_spread":0.2812380584295277,"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."}}