{"id":"W3169663423","doi":"10.1001/jamapediatrics.2021.1192","title":"Childcare Attendance and Academic Achievement at Age 16 Years","year":2021,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute; Centre Hospitalier Universitaire Sainte-Justine; Université du Québec à Montréal; Université de Montréal","funders":"Medical Research Council; Wellcome Trust","keywords":"Medicine; Academic achievement; Attendance; Longitudinal study; Propensity score matching; Representativeness heuristic; Demography; Academic year; Cohort; Absenteeism; Gerontology; Developmental psychology; Psychology; Mathematics education","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":[0.001499113,0.0003390509,0.0003179783,0.001209326,0.0004234875,0.000891013,0.0007002114,0.000567683,0.005133531],"category_scores_gemma":[0.006598461,0.0002091958,0.0009835674,0.001600853,0.0004047822,0.0005753883,0.0007980281,0.0009197968,0.0004914362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004957856,"about_ca_system_score_gemma":0.0006407021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0145118,"about_ca_topic_score_gemma":0.0114467,"domain_scores_codex":[0.9990305,0.0002813918,0.000139164,0.000198339,0.0001662448,0.0001843932],"domain_scores_gemma":[0.9917468,0.001028237,0.005300722,0.0003419614,0.0004043161,0.001177931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006466445,0.00002226348,0.9986405,0.00001646066,0.00008461338,0.00002279492,0.00002668383,0.00003263456,0.00001893918,0.00001706871,0.00008881031,0.0009645778],"study_design_scores_gemma":[0.000002997677,0.00006677913,0.9995239,0.00001719632,0.00004118857,0.00005652303,0.00003962869,0.00006573848,0.00001930078,0.00002602685,0.0001387855,0.00000187133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947024,0.001439018,0.0001366653,0.000376986,0.00003251253,0.0000137174,0.002278215,0.00001017199,0.001010413],"genre_scores_gemma":[0.9985775,0.0002515705,0.00007830631,0.00002627204,0.00002278904,0.000009281831,0.0006171745,0.000002881257,0.0004143972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0145118,"threshold_uncertainty_score":0.02885467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163832903166009,"score_gpt":0.3006735972189298,"score_spread":0.2790352681872697,"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."}}