{"id":"W3162014945","doi":"10.1016/j.jped.2021.05.001","title":"Early childhood care, support and research: how early screening and longitudinal studies can help children thrive","year":2021,"lang":"en","type":"article","venue":"Jornal de Pediatria","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; Centre Hospitalier Universitaire Sainte-Justine","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Failure to thrive; Early childhood; Pediatrics; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04067618,0.001434955,0.00261266,0.005023785,0.003922883,0.007759226,0.002316173,0.005566368,0.006449138],"category_scores_gemma":[0.0958541,0.001173547,0.001284846,0.003146109,0.003036872,0.0118879,0.008259379,0.005756643,0.0009546975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007090558,"about_ca_system_score_gemma":0.03360257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04358349,"about_ca_topic_score_gemma":0.1069068,"domain_scores_codex":[0.9853994,0.01016785,0.001101705,0.0007343009,0.001582974,0.001013593],"domain_scores_gemma":[0.9115284,0.05066894,0.004796102,0.00488006,0.01595443,0.01217209],"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":[0.0004038166,0.001438676,0.131016,0.005565237,0.0005581558,0.001104852,0.009653467,0.0007034881,0.0006976202,0.02060649,0.1596387,0.6686137],"study_design_scores_gemma":[0.0005039281,0.001266965,0.4137962,0.06634911,0.001794452,0.002810054,0.07661597,0.001385208,0.002007892,0.1278769,0.3047672,0.0008261587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03882192,0.3514017,0.01789231,0.5472582,0.01357521,0.0008180717,0.001494535,0.0005900481,0.02814802],"genre_scores_gemma":[0.4461825,0.3480236,0.129514,0.05388485,0.005615016,0.003164381,0.001685169,0.0002192272,0.01171125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04358349,"threshold_uncertainty_score":0.2151188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06985079486757277,"score_gpt":0.3652385341840411,"score_spread":0.2953877393164683,"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."}}