{"id":"W2885319762","doi":"10.1016/j.jped.2018.07.008","title":"Measuring early childhood development in Brazil: validation of the Caregiver Reported Early Development Instruments (CREDI)","year":2018,"lang":"en","type":"article","venue":"Jornal de Pediatria","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Cronbach's alpha; Medicine; Construct validity; Concurrent validity; Discriminant validity; Clinical psychology; External validity; Reliability (semiconductor); Criterion validity; Observational study; Content validity; Population; Test (biology); Early childhood; Psychometrics; Developmental psychology; Internal consistency; Psychology; Environmental health; Social psychology","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":[0.007774836,0.0006049786,0.0005121356,0.002056387,0.0005577743,0.0006534004,0.0005333669,0.0002238733,0.0006453546],"category_scores_gemma":[0.02214209,0.0002739227,0.0005442371,0.00226586,0.0004963891,0.0004600918,0.001543616,0.000574215,0.0001334699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170929,"about_ca_system_score_gemma":0.003588438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01928027,"about_ca_topic_score_gemma":0.03948095,"domain_scores_codex":[0.9971679,0.00091346,0.0005139962,0.0002276626,0.001007643,0.0001693135],"domain_scores_gemma":[0.9913994,0.002489503,0.001967468,0.0006509445,0.003057844,0.0004349018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005565106,0.0001227403,0.8577374,0.0005927634,0.0001030175,0.0001245788,0.006148382,0.000320751,0.0009749338,0.0006581679,0.0007995451,0.1323621],"study_design_scores_gemma":[0.00001351409,0.0001730425,0.9862638,0.0004853582,0.00006312899,0.0003640249,0.002742929,0.0004213356,0.0007782807,0.0003347051,0.008339865,0.00002002027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721103,0.004664516,0.005567308,0.0005309591,0.00008640851,0.00101995,0.003697118,0.00005473342,0.01226872],"genre_scores_gemma":[0.9735119,0.003463305,0.01853594,0.000111136,0.00001934947,0.001150405,0.002460968,0.00001393836,0.0007330813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01928027,"threshold_uncertainty_score":0.04111773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355916472102524,"score_gpt":0.2482220266750625,"score_spread":0.2246628619540373,"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."}}