{"id":"W4378195380","doi":"10.1371/journal.pone.0285985","title":"Early childhood education and care quality and associations with child outcomes: A meta-analysis","year":2023,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; York University; New York University Abu Dhabi","keywords":"Early childhood education; Meta-analysis; Inclusion (mineral); Early childhood; Grey literature; Quality (philosophy); Child development; MEDLINE; Psychology; Medicine; Gerontology; Demography; Developmental psychology; Social psychology; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0271619,0.003126043,0.014783,0.006658487,0.0007800923,0.00456929,0.002750702,0.002517227,0.003898169],"category_scores_gemma":[0.05316887,0.001709225,0.06495602,0.008044267,0.0007855574,0.00188787,0.002072853,0.002368489,0.0003257307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002894396,"about_ca_system_score_gemma":0.003540101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009299063,"about_ca_topic_score_gemma":0.01356466,"domain_scores_codex":[0.9835476,0.009508953,0.003374488,0.001621119,0.001344984,0.0006028522],"domain_scores_gemma":[0.9525777,0.03700667,0.005613983,0.001887396,0.002384654,0.0005295133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002765955,0.00005262358,0.01043447,0.05778006,0.9237155,0.00009800048,0.00005713107,0.0005381829,0.0001092838,0.00007808907,0.0002278232,0.004142929],"study_design_scores_gemma":[0.0005478774,0.0002288958,0.005668082,0.0041794,0.9885935,0.0000459799,0.0000276464,0.0002028435,0.00007905028,0.00008837529,0.0003254178,0.00001290937],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03430321,0.9605842,0.002024401,0.0003912679,0.0002688445,0.0006630454,0.001103282,0.00007032677,0.0005914117],"genre_scores_gemma":[0.5779466,0.4089176,0.006632961,0.0008745927,0.0004122867,0.002772986,0.001629846,0.00006530493,0.0007478466],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0271619,"threshold_uncertainty_score":0.1436476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2829637032826495,"score_gpt":0.4040477668330322,"score_spread":0.1210840635503827,"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."}}