{"id":"W4253262363","doi":"10.31234/osf.io/u5xzw","title":"Supporting Families to Protect Child Health: Parenting Quality and Household Needs During the COVID-19 Pandemic","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Mental health; Psychology; Stressor; Thematic analysis; Pandemic; Distress; Depression (economics); Clinical psychology; Developmental psychology; Psychiatry; Medicine; Qualitative research; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003327344,0.0001716565,0.0002442121,0.0005356896,0.0008859526,0.001151171,0.0004543792,0.0004008737,0.001293567],"category_scores_gemma":[0.01183967,0.0001695863,0.0002908716,0.000736244,0.0004741186,0.001039592,0.001668604,0.0008062579,0.00007381005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200621,"about_ca_system_score_gemma":0.00175703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02043265,"about_ca_topic_score_gemma":0.03828977,"domain_scores_codex":[0.9983537,0.0009252102,0.0001089762,0.0001390377,0.0001877482,0.0002852375],"domain_scores_gemma":[0.9956127,0.001500573,0.001804076,0.0001484589,0.0004020222,0.0005321616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006830882,0.00005524067,0.9469861,0.0002600284,0.00007455304,0.0002050274,0.02390153,0.0001575961,0.0001383667,0.0002107325,0.001298194,0.02664433],"study_design_scores_gemma":[0.000002170019,0.0000621328,0.9677563,0.0003624167,0.00002401215,0.0001292356,0.03022809,0.0001563299,0.00006334219,0.0001705673,0.001034998,0.00001048966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948554,0.0008937679,0.000242586,0.001529017,0.00002484694,0.00004068422,0.0006735143,0.00000361936,0.001736537],"genre_scores_gemma":[0.9986795,0.0004956041,0.0003464435,0.0001118654,0.000009002164,0.00005696574,0.0001888335,0.00000147886,0.0001103884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02043265,"threshold_uncertainty_score":0.04062742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155950628342765,"score_gpt":0.4108016368495061,"score_spread":0.2548510085067411,"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."}}