{"id":"W4378619850","doi":"10.1186/s12888-023-04867-w","title":"Maternal distress and parenting during COVID-19: differential effects related to pre-pandemic distress?","year":2023,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Ministry of Education, India; National Research Foundation Singapore; National Research Foundation","keywords":"Distress; Pandemic; Psychology; Anxiety; Coronavirus disease 2019 (COVID-19); Young adult; Multilevel model; Clinical psychology; Medicine; Developmental psychology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001048729,0.0002342945,0.0003087375,0.0001407009,0.0003022094,0.00004575173,0.000117773,0.0001190755,0.00009164317],"category_scores_gemma":[0.0000796059,0.0002042916,0.00008106959,0.0002022799,0.00004343895,0.00006067852,0.0001600068,0.0002443367,0.000096285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007138786,"about_ca_system_score_gemma":0.00006984654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001644646,"about_ca_topic_score_gemma":0.00009874521,"domain_scores_codex":[0.998271,0.00007948037,0.0004033046,0.0004487605,0.0002745784,0.0005228619],"domain_scores_gemma":[0.9987738,0.00006529332,0.0001138282,0.0002954526,0.00001071044,0.0007409563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000920798,0.00006960226,0.9801745,0.01742294,0.00003585393,0.00002699839,0.0003186812,0.00001395543,0.0004842885,0.0001694398,0.0001188684,0.0002440955],"study_design_scores_gemma":[0.002361162,0.0001652013,0.9908114,0.005011986,0.00006600522,0.0001950765,0.00004583818,0.0001052312,0.0006075348,0.0003296835,0.00009881891,0.0002020831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949173,0.0004156262,0.00005962045,0.0006183852,0.002619708,0.0007172475,0.00007390127,0.0004313157,0.0001469464],"genre_scores_gemma":[0.9967399,0.00008568187,0.0001501098,0.000299695,0.0002610663,0.00009715099,0.00008926451,0.00004066713,0.002236421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01241095,"threshold_uncertainty_score":0.8330769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570006869546652,"score_gpt":0.3222788814641975,"score_spread":0.3065788127687309,"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."}}