{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005183225,0.0002256058,0.0003111588,0.0005966915,0.001298085,0.0007826068,0.0006377587,0.0004088936,0.003938352],"category_scores_gemma":[0.001994501,0.0002043556,0.0003569145,0.0006318307,0.0006897887,0.0003317347,0.002574001,0.0008790399,0.0003162858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002908453,"about_ca_system_score_gemma":0.0018165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1511196,"about_ca_topic_score_gemma":0.182205,"domain_scores_codex":[0.9992946,0.0001408745,0.00005816095,0.00006776321,0.00009227994,0.0003462064],"domain_scores_gemma":[0.9983467,0.00009507411,0.0006738804,0.00005200145,0.0001789934,0.0006534532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002053575,0.00012867,0.9819881,0.0002326358,0.00006511933,0.00135603,0.002661868,0.000123813,0.0005577657,0.0001242363,0.004446311,0.008110117],"study_design_scores_gemma":[0.000002852969,0.00008480018,0.9942098,0.0001379757,0.000006245451,0.0002447682,0.003998654,0.00004169581,0.00003158059,0.00002936978,0.001202397,0.000009969929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945187,0.0007847802,0.00006213551,0.0004585655,0.00006872836,0.00005547325,0.001737127,0.00001169857,0.002302807],"genre_scores_gemma":[0.9964622,0.0006110016,0.00009167336,0.0002471551,0.00002683586,0.00004337344,0.001513834,0.000004104355,0.0009998003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1511196,"threshold_uncertainty_score":0.3004799,"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."}}