{"id":"W6904417495","doi":"10.1371/journal.pmed.1004081.s002","title":"Mental health, lockdowns, and cases.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Depression (economics); Quarter (Canadian coin); Pandemic; Confidence interval; Cohort; Cohort study; Data collection; Global health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007751594,0.0002512364,0.0002449761,0.002495328,0.000871376,0.001103463,0.0007416292,0.0006854231,0.01523666],"category_scores_gemma":[0.009698235,0.000280266,0.0005629215,0.003205459,0.0004100382,0.001113768,0.001766086,0.001575552,0.001165794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363943,"about_ca_system_score_gemma":0.001225482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05553373,"about_ca_topic_score_gemma":0.06043505,"domain_scores_codex":[0.9988791,0.0003581673,0.0001227464,0.0001557014,0.000200192,0.0002840284],"domain_scores_gemma":[0.9967019,0.000425777,0.001782255,0.0001240478,0.0002778556,0.0006881736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002009438,0.0001549309,0.9226061,0.0002535208,0.0001470366,0.0002339016,0.0007695554,0.0001281871,0.00002886016,0.001063187,0.03265211,0.04176169],"study_design_scores_gemma":[0.00001817874,0.00004267803,0.9915752,0.0002379899,0.00004100867,0.0003313405,0.0018659,0.0002800534,0.00001981363,0.0005115675,0.005065045,0.0000112648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8303075,0.01621162,0.0005161167,0.01635237,0.001101668,0.0005597489,0.08629376,0.0001455704,0.04851172],"genre_scores_gemma":[0.970924,0.006293728,0.0003451922,0.001315876,0.0003927629,0.0004641534,0.0149347,0.00001704634,0.00531271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05553373,"threshold_uncertainty_score":0.110421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1833578501917411,"score_gpt":0.462857037287062,"score_spread":0.2794991870953209,"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."}}