{"id":"W4230559783","doi":"10.31234/osf.io/a53zb","title":"Maternal Psychological Distress & Mental Health Service Use during the COVID-19 Pandemic","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; University of Manitoba; University of Calgary","funders":"","keywords":"Anxiety; Mental health; Depression (economics); Population; Medicine; Pandemic; Context (archaeology); Psychiatry; Distress; Psychology; Clinical psychology; Demography; Coronavirus disease 2019 (COVID-19); Environmental health; Disease; Internal medicine","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":[0.0006890725,0.0001277125,0.0001292828,0.0004001561,0.0005335964,0.0004433642,0.0002622496,0.0002390841,0.00243448],"category_scores_gemma":[0.006045049,0.000124069,0.0002309894,0.0005236117,0.0002573662,0.0003116707,0.0008380153,0.0007678757,0.00009969075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006944153,"about_ca_system_score_gemma":0.0005458026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01551775,"about_ca_topic_score_gemma":0.02417879,"domain_scores_codex":[0.9995424,0.0001677306,0.00004828411,0.00004679187,0.00007306944,0.0001218101],"domain_scores_gemma":[0.9978987,0.0004887722,0.001139522,0.00004749332,0.0001393479,0.0002861633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000482663,0.0000362562,0.9899147,0.00006518533,0.00003460666,0.0001082899,0.000856948,0.00004026448,0.00007654918,0.00005666241,0.0005977731,0.008164439],"study_design_scores_gemma":[0.000001019266,0.00002462974,0.9986393,0.00003952051,0.000006847479,0.0001138812,0.0008522029,0.00003993241,0.00001677337,0.00001486822,0.0002491257,0.000001762564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950899,0.001060292,0.0000728146,0.0008398965,0.00002359109,0.00002816746,0.0006755851,0.000005318785,0.002204409],"genre_scores_gemma":[0.9990647,0.0004771214,0.00008233063,0.00006823314,0.00001325839,0.0000242226,0.0001447307,7.474032e-7,0.000124549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01551775,"threshold_uncertainty_score":0.03085482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1727222330252415,"score_gpt":0.4212427607138692,"score_spread":0.2485205276886278,"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."}}