{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003140509,0.0003096227,0.0003035308,0.001655414,0.0002631008,0.0006742927,0.000449121,0.0002975701,0.0006279827],"category_scores_gemma":[0.02142198,0.0002134933,0.0004043138,0.001623067,0.0003081382,0.0005156143,0.001003519,0.0004447302,0.0001108458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005027712,"about_ca_system_score_gemma":0.0009619751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00893847,"about_ca_topic_score_gemma":0.01254669,"domain_scores_codex":[0.9972519,0.0009801363,0.0004019607,0.0003363578,0.0008001761,0.0002293896],"domain_scores_gemma":[0.9885234,0.002745889,0.006286913,0.0004792977,0.001501024,0.0004633707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002049285,0.00001952473,0.9959716,0.00001895564,0.00001816863,0.00001789053,0.0002958989,0.00002214827,0.00004392469,0.00002566017,0.00003242549,0.003513302],"study_design_scores_gemma":[5.992812e-7,0.00006110969,0.999303,0.00001351824,0.000006411858,0.00004224911,0.0002838537,0.00006333632,0.00005618372,0.000007867062,0.0001602422,0.000001744424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972751,0.0004894889,0.0003174938,0.00004372221,0.000009875686,0.00004172878,0.0003820008,0.000005486246,0.001435197],"genre_scores_gemma":[0.9984321,0.0002556427,0.0006388297,0.00001053929,0.000006033127,0.00006329501,0.0003961439,0.000002354594,0.0001949979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00893847,"threshold_uncertainty_score":0.01777285,"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."}}