{"id":"W3155982983","doi":"10.1186/s12888-021-03191-5","title":"Mental ill-health during COVID-19 confinement","year":2021,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Mental Health Research Canada","funders":"","keywords":"Mental health; Psychiatry; Anxiety; Medicine; Mental illness; Coping (psychology); Depression (economics); Coronavirus disease 2019 (COVID-19); Cross-sectional study; Preparedness; Clinical psychology; Psychology; Disease; Infectious disease (medical specialty)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003489275,0.0002351677,0.0003035552,0.0001074491,0.0004978079,0.00002699886,0.0001961897,0.0001103234,0.01003365],"category_scores_gemma":[0.00003554536,0.0002491102,0.0001609599,0.0002786796,0.00005891689,0.00004310717,0.0001038775,0.0002379823,0.0007473227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008032147,"about_ca_system_score_gemma":0.004041703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001919799,"about_ca_topic_score_gemma":0.005306064,"domain_scores_codex":[0.9975244,0.0002559194,0.0005340884,0.0006836178,0.0002944174,0.000707543],"domain_scores_gemma":[0.9983048,0.00004861486,0.00018229,0.0006629477,0.00003311989,0.0007681766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005275266,0.001707483,0.7231203,0.001763579,0.0001268881,0.00002460705,0.005979001,0.000008667842,0.0002876076,0.04220818,0.2211182,0.003127915],"study_design_scores_gemma":[0.0074533,0.0003092408,0.3568079,0.00008896092,0.00002730886,0.0002997064,0.01321668,0.00001129488,0.00009510954,0.0009437589,0.6202451,0.0005017018],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8517424,0.01534703,0.001704285,0.06774514,0.02522962,0.001453922,0.0003074279,0.0005003128,0.03596983],"genre_scores_gemma":[0.8101146,0.0004740521,0.005663949,0.1497896,0.001934908,0.0002420679,0.0003908208,0.0001164426,0.03127352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3991269,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06647696444065107,"score_gpt":0.4247271156877035,"score_spread":0.3582501512470525,"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."}}