{"id":"W3094140138","doi":"10.1371/journal.pone.0251720","title":"Supporting families to protect child health: Parenting quality and household needs during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Children's Hospital Research Institute of Manitoba; Research Manitoba","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Child health; Environmental health; Quality (philosophy); Medicine; Virology; Family medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003119415,0.000169013,0.0002410461,0.0005166358,0.0008607546,0.001113955,0.0004413036,0.0003936726,0.00126843],"category_scores_gemma":[0.01165863,0.0001649462,0.0002803799,0.0007295847,0.0004497444,0.0009866172,0.001628216,0.0007645987,0.00007325148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170531,"about_ca_system_score_gemma":0.001700602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02079114,"about_ca_topic_score_gemma":0.03895774,"domain_scores_codex":[0.9984465,0.0008742459,0.0001049927,0.0001321105,0.0001768264,0.0002653467],"domain_scores_gemma":[0.9958563,0.001388246,0.001742678,0.0001389806,0.0003766989,0.0004971219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006617451,0.00005151878,0.9495476,0.0002495319,0.00007118873,0.0001956392,0.0219292,0.0001558263,0.0001391625,0.0001934544,0.001251322,0.0261492],"study_design_scores_gemma":[0.000002074572,0.00005988356,0.9699756,0.0003363592,0.00002282751,0.0001245787,0.02813229,0.0001536845,0.00006101558,0.0001554244,0.0009664408,0.000009763294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949792,0.000878001,0.0002394534,0.00146347,0.00002328077,0.00003985326,0.0006867477,0.000003745673,0.001686274],"genre_scores_gemma":[0.9986965,0.0004838342,0.0003438938,0.000109852,0.000008540653,0.00005650421,0.0001882177,0.000001422934,0.0001111613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02079114,"threshold_uncertainty_score":0.04134023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1701569375137936,"score_gpt":0.3683181044546878,"score_spread":0.1981611669408942,"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."}}