{"id":"W4391471295","doi":"10.1016/j.earlhumdev.2024.105965","title":"Early childhood development monitoring during the first thousand days: Investigating the relationship between the developmental surveillance instrument and standardized scales","year":2024,"lang":"en","type":"article","venue":"Early Human Development","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Developmental psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00180084,0.0005296499,0.0004265246,0.0001780794,0.00386412,0.0007208236,0.0004594058,0.0001473627,0.0000271516],"category_scores_gemma":[0.0001843669,0.0002921933,0.00009824477,0.0004969142,0.0003545826,0.0002685824,0.0004775139,0.0008873712,0.00003507561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005913939,"about_ca_system_score_gemma":0.0008642587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002437968,"about_ca_topic_score_gemma":0.00008659809,"domain_scores_codex":[0.9964429,0.0001643732,0.0009742422,0.0006461647,0.001083633,0.0006886512],"domain_scores_gemma":[0.9982548,0.0008753001,0.0001804777,0.0003923172,0.0001072934,0.000189864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001945902,0.000006694634,0.9301735,0.0001798996,0.0003190455,0.00002067907,0.06251399,0.000001090656,0.00006155004,0.0001177911,0.0001184733,0.006467798],"study_design_scores_gemma":[0.001044416,0.0000398918,0.9833977,0.001303525,0.00004491725,0.00007913563,0.0006122809,0.000001234355,0.003004684,0.0001181438,0.009863109,0.0004909132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950848,0.00111612,0.0000207256,0.001132932,0.0003079303,0.0012584,0.00001285924,0.0002534582,0.0008128323],"genre_scores_gemma":[0.9951445,0.00003540853,0.003351127,0.0001131602,0.0004187711,0.0002918067,0.00006422837,0.00007796641,0.0005029678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06190171,"threshold_uncertainty_score":0.999953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03083642384675208,"score_gpt":0.2618615394533156,"score_spread":0.2310251156065635,"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."}}