{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008214945,0.0003988345,0.000484528,0.0003884659,0.002726024,0.00004002722,0.0001969657,0.00007362425,0.0001590048],"category_scores_gemma":[0.000004928393,0.0004028436,0.00002862175,0.0001751297,0.00003655226,0.00004998965,0.0002213929,0.0005826606,0.00005648068],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004767868,"about_ca_system_score_gemma":0.006521606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06702648,"about_ca_topic_score_gemma":0.0593258,"domain_scores_codex":[0.9963347,0.0002674207,0.0006449186,0.0009042099,0.0005607587,0.001287986],"domain_scores_gemma":[0.9970941,0.0000439755,0.0002183008,0.0003258952,0.000009880929,0.002307828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006501467,0.000388047,0.3410612,0.0001005545,0.0000553996,0.00002898555,0.1894429,6.893264e-7,1.094709e-7,0.00002582642,0.0009728524,0.4678584],"study_design_scores_gemma":[0.001920177,0.00130762,0.7288382,0.00005863922,0.00000273865,0.00003505937,0.04171374,3.703836e-7,0.000001401055,0.000002211331,0.2258501,0.000269767],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793886,0.014708,0.000005972265,0.001724832,0.0006817669,0.002456429,0.00006288784,0.00006388332,0.0009076287],"genre_scores_gemma":[0.9522183,0.0004196338,0.0001693096,0.0462384,0.00005002816,0.0004941699,0.0002043149,0.00004684176,0.0001590062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4675887,"threshold_uncertainty_score":0.9998423,"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."}}