{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003446712,0.00007829925,0.00009584259,0.00005235978,0.000328043,0.00009136849,0.000127394,0.0001367291,0.0002362295],"category_scores_gemma":[0.0003304526,0.00008740064,0.000032845,0.0003776775,0.00006495445,0.0001299811,0.0001290678,0.000229441,0.0001178883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002395883,"about_ca_system_score_gemma":0.0004920514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002024447,"about_ca_topic_score_gemma":0.0008061106,"domain_scores_codex":[0.9988626,0.00008465835,0.0001626221,0.0002394367,0.0003914271,0.000259303],"domain_scores_gemma":[0.9994556,0.00009266134,0.00006638911,0.0001188373,0.00007479692,0.0001916897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004310022,0.0000472823,0.8368849,0.00002019478,0.00001051969,0.00003461804,0.03988734,0.000001411028,0.00002094032,0.005594905,0.0800712,0.03742242],"study_design_scores_gemma":[0.0001889694,0.000005401166,0.649164,0.000005649957,0.0000100926,0.000001741643,0.002746026,1.893276e-7,0.00002456853,0.0004658351,0.3472698,0.0001176659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700348,0.003182794,0.00001772923,0.0129991,0.0006595443,0.0001183565,0.00001144948,0.00005647149,0.01291981],"genre_scores_gemma":[0.9673597,0.01033593,0.001539874,0.004242447,0.001656276,0.00001104853,0.00004941295,0.00001562224,0.01478971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2671986,"threshold_uncertainty_score":0.3564095,"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."}}