{"id":"W3176037554","doi":"10.3389/fpsyt.2021.597759","title":"Cross-Sectional Study Protocol for the COVID-19 Impact Survey of Mothers and Their 7–11 Year Old Children in Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; Alberta Children's Hospital; University of Lethbridge; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; University of Calgary; Alberta Innovates; Alberta Children's Hospital Foundation; Fondation pour la Recherche Médicale; Children's Hospital Foundation","keywords":"Pandemic; Mental health; Longitudinal study; Medicine; Government (linguistics); Coronavirus disease 2019 (COVID-19); Environmental health; Family medicine; Demography; Psychology; Psychiatry; Disease","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":[0.01172362,0.001876943,0.001707458,0.002679798,0.005400926,0.001929079,0.003400092,0.001302429,0.05275564],"category_scores_gemma":[0.007118075,0.001611898,0.001098298,0.003432227,0.0008858746,0.0008728087,0.00130666,0.002088404,0.009712543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02061019,"about_ca_system_score_gemma":0.05335836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7251528,"about_ca_topic_score_gemma":0.8375733,"domain_scores_codex":[0.9957004,0.001422089,0.0005090006,0.0005938188,0.0008266876,0.0009479059],"domain_scores_gemma":[0.993486,0.0003995309,0.0006045888,0.000478722,0.003985853,0.001045318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.009240624,0.006377478,0.1236131,0.005354412,0.00041278,0.001207739,0.005476302,0.002875081,0.002966926,0.007033337,0.7322992,0.1031431],"study_design_scores_gemma":[0.008502101,0.002941418,0.5537285,0.00439602,0.0002805711,0.0003920335,0.008377547,0.003438663,0.001471463,0.002114195,0.4140675,0.0002900072],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02576541,0.0008952157,0.008988202,0.0009503529,0.0006313061,0.7713663,0.1706642,0.0003754018,0.02036359],"genre_scores_gemma":[0.02700185,0.001040666,0.01630865,0.001394069,0.0001549207,0.9105754,0.03278301,0.00005501407,0.01068638],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2748472,"threshold_uncertainty_score":0.5529317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02360536711727086,"score_gpt":0.3542082435962983,"score_spread":0.3306028764790274,"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."}}