{"id":"W2160373801","doi":"10.1186/1471-2431-13-146","title":"Validation study of the Chinese Early Development Instrument (CEDI)","year":2013,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Socioeconomic status; Cronbach's alpha; Medicine; Context (archaeology); Vulnerability (computing); Cohen's kappa; Concurrent validity; Disadvantaged; Reliability (semiconductor); Test (biology); Developmental psychology; Internal consistency; Population; Clinical psychology; Psychometrics; Environmental health; Psychology; Geography; Statistics; Power (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004462753,0.00008619758,0.00009193197,0.00007944107,0.0003802869,0.00007721327,0.0002980892,0.00004761416,0.000202375],"category_scores_gemma":[0.000288501,0.00005949395,0.00003256035,0.0007162238,0.00003413053,0.0001773559,0.00008515463,0.00007821312,0.0001334929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153648,"about_ca_system_score_gemma":0.001016671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00218611,"about_ca_topic_score_gemma":0.0009084478,"domain_scores_codex":[0.9985729,0.000147144,0.0003000984,0.0001455389,0.000655167,0.0001791431],"domain_scores_gemma":[0.9993049,0.00008048204,0.0001633787,0.0001808477,0.0001799726,0.00009042108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[8.561208e-7,0.0002072262,0.9338378,0.000004682106,0.000004016683,2.337685e-8,0.06269914,0.000008574632,0.000002304629,0.0001330179,0.0006717597,0.002430629],"study_design_scores_gemma":[0.0002248139,0.00002039301,0.9903969,0.000002039372,0.000007133104,6.060711e-8,0.008071965,9.418891e-7,0.00002454123,0.0001940369,0.0009745488,0.00008260481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942652,0.00002243061,0.00003757512,0.000264943,0.0008196465,0.0007896356,4.533655e-7,0.00003144015,0.003768706],"genre_scores_gemma":[0.9972733,0.00001357471,0.001251527,0.00005397603,0.0002683398,0.00005440869,0.0000017392,0.000006432007,0.001076763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05655915,"threshold_uncertainty_score":0.3304759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179129219694078,"score_gpt":0.2804180473588509,"score_spread":0.2586267551619101,"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."}}