{"id":"W4285795439","doi":"10.21203/rs.3.rs-1809318/v1","title":"Self-report of mental health distress among pregnant and parenting adolescents during the COVID-19 pandemic in Malawi","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"African Population and Health Research Center; International Development Research Centre; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Mental health; Loneliness; Anxiety; Distress; Boredom; Mental distress; Worry; Psychiatry; Psychology; Medicine; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008040288,0.0001867485,0.0002192432,0.0004380836,0.0005314603,0.000614087,0.0003133968,0.0002709104,0.001355216],"category_scores_gemma":[0.002464371,0.0002379688,0.0002723875,0.0005719769,0.0004261894,0.0004860374,0.0007385046,0.000680435,0.0001332582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004405032,"about_ca_system_score_gemma":0.0004496351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02263444,"about_ca_topic_score_gemma":0.03886683,"domain_scores_codex":[0.9995414,0.0001973099,0.00004795741,0.0000479047,0.00006993431,0.00009555742],"domain_scores_gemma":[0.9985625,0.0001905812,0.0008692202,0.00003890021,0.0001174829,0.0002213405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006114753,0.00001054234,0.9985575,0.00001141021,0.000009967624,0.00003393606,0.0006592399,0.000005662934,0.00004107387,0.000006494561,0.00007804031,0.0005799485],"study_design_scores_gemma":[9.619699e-7,0.0000285618,0.9980752,0.00002385704,0.000005235786,0.00006599793,0.00162578,0.0000255635,0.0000215972,0.000004235878,0.000121581,0.000001309416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991165,0.0001922867,0.00002202477,0.0001167852,0.000004230119,0.000009806035,0.0003056395,9.416033e-7,0.0002317963],"genre_scores_gemma":[0.9994699,0.0001997982,0.0000353771,0.00003640132,0.00000451369,0.00001106398,0.0001427007,4.436951e-7,0.00009969242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02263444,"threshold_uncertainty_score":0.04500538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07346995252753384,"score_gpt":0.4310203049838747,"score_spread":0.3575503524563409,"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."}}