{"id":"W4292731227","doi":"10.1111/cch.13046","title":"Early pandemic impacts on family environments that shape childhood development and health: A Canadian study","year":2022,"lang":"en","type":"article","venue":"Child Care Health and Development","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; McMaster University; York University; Mount Saint Vincent University","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Salary; Household income; Scale (ratio); Ethnic group; Public health; Pandemic; Psychology; Demographic economics; Economic growth; Socioeconomics; Medicine; Geography; Political science; Nursing; Sociology; Economics; Coronavirus disease 2019 (COVID-19)","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":[0.003034512,0.0008294469,0.0008939714,0.002823291,0.01686138,0.002372511,0.002137195,0.0007446588,0.003003279],"category_scores_gemma":[0.003841964,0.0008883562,0.001298986,0.008148514,0.00198662,0.001304862,0.003173369,0.001920901,0.0002735229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07533988,"about_ca_system_score_gemma":0.1299661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997773,"about_ca_topic_score_gemma":0.9989417,"domain_scores_codex":[0.997658,0.0002714345,0.00009929062,0.0003063215,0.000567649,0.001097256],"domain_scores_gemma":[0.9964312,0.0003167599,0.000418254,0.0001655539,0.001691383,0.0009768392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001496737,0.0003178716,0.8861001,0.0003375668,0.00009825261,0.0008237849,0.08531742,0.0001490019,0.0004025843,0.0009515975,0.004030369,0.02132181],"study_design_scores_gemma":[0.00001802776,0.0000946962,0.9247559,0.0003274369,0.00005441556,0.0002078156,0.06822892,0.0002029658,0.00009200609,0.0001075315,0.005853645,0.00005662377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884467,0.001549136,0.0002240625,0.0009849615,0.00003153868,0.0002695099,0.002714645,0.000009793986,0.005769606],"genre_scores_gemma":[0.9928666,0.002335235,0.0007953896,0.0005126076,0.00001335392,0.0002105461,0.001203411,0.00001410437,0.0020487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07533988,"threshold_uncertainty_score":0.5466316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07764284656062527,"score_gpt":0.3535601432701525,"score_spread":0.2759172967095272,"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."}}