{"id":"W4387908311","doi":"10.3390/children10111725","title":"Mothers’ and Children’s Mental Distress and Family Strain during the COVID-19 Pandemic: A Prospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"Children","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; Alberta Children's Hospital; University of Calgary","funders":"Canadian Institutes of Health Research; Health Canada; Alberta Children's Hospital Foundation; Children's Hospital Foundation","keywords":"Mental health; Mental distress; Medicine; Distress; Odds; Odds ratio; Logistic regression; Pandemic; Cohort; Mental illness; Cohort study; Psychiatry; Psychology; Demography; Clinical psychology; Coronavirus disease 2019 (COVID-19); Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001047337,0.0003420705,0.0003110992,0.0006076507,0.001305717,0.0009193101,0.0007252787,0.0005310281,0.001415395],"category_scores_gemma":[0.001964835,0.0006889373,0.0004855278,0.001260528,0.0003939803,0.000484065,0.0008785981,0.001190692,0.0002215336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001631279,"about_ca_system_score_gemma":0.001621758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2542561,"about_ca_topic_score_gemma":0.3116037,"domain_scores_codex":[0.9993919,0.0001306275,0.0000402276,0.0001099855,0.0001238628,0.0002033415],"domain_scores_gemma":[0.9990584,0.0001013976,0.0003521276,0.0001287434,0.0001159469,0.0002432206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004760546,0.00004070544,0.9986117,0.000005734513,0.00004347078,0.00006997142,0.0004485612,0.0000106673,0.00005142005,0.00001607778,0.0001862569,0.0004678142],"study_design_scores_gemma":[0.000006719105,0.00005925335,0.9985412,0.00001760824,0.00001960639,0.00008684192,0.001037524,0.0000436649,0.00001583282,0.000007743486,0.0001598842,0.000004133638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987333,0.000163558,0.00004055965,0.00006269176,0.000005912105,0.00002211449,0.000737078,0.000001500064,0.0002330597],"genre_scores_gemma":[0.9985588,0.0002887296,0.0001051983,0.00005719073,0.000006516651,0.00004125368,0.0006326454,0.000002120574,0.0003075669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2542561,"threshold_uncertainty_score":0.5055523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075698938323096,"score_gpt":0.3091201538225323,"score_spread":0.2883631644393013,"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."}}