{"id":"W2142416885","doi":"10.1920/wp.ifs.2014.1411","title":"The socio-economic gradient of child development: cross-sectional evidence from children 6-42 months in Bogota","year":2017,"lang":"en","type":"report","venue":"","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Economic and Social Research Council","keywords":"Cross-sectional study; Psychology; Geography; Socioeconomics; Economics; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009622119,0.0004049648,0.0005974311,0.0002014765,0.0008892301,0.0005293099,0.001158153,0.0004234857,0.0002458533],"category_scores_gemma":[0.0002497747,0.0003121258,0.0003059399,0.00004806116,0.0003142225,0.0003647917,0.0002766155,0.0006697648,0.00007731021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126949,"about_ca_system_score_gemma":0.0005662031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01286244,"about_ca_topic_score_gemma":0.003717673,"domain_scores_codex":[0.9968327,0.00008315731,0.001238324,0.0007629073,0.0006568953,0.0004260596],"domain_scores_gemma":[0.9976476,0.0003008811,0.000917927,0.0008538015,0.000179512,0.0001002782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001792232,0.00009359689,0.9829764,0.00005879362,0.0001470471,0.000002743235,0.0002498954,0.00001816758,0.000002344815,0.000009712363,0.0142204,0.002041689],"study_design_scores_gemma":[0.000764859,0.00002394114,0.9622915,0.0009718045,0.00002591346,0.00003392902,0.000008336832,0.00001492746,0.001105102,0.0003918258,0.03399947,0.0003683355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635389,0.005727841,0.000009201312,0.002004985,0.005766398,0.001047531,0.0002943027,0.00008188197,0.02152899],"genre_scores_gemma":[0.9928996,0.002209078,0.000109122,0.0001142182,0.001426613,0.00007078693,0.0005275881,0.0000652482,0.00257773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02936075,"threshold_uncertainty_score":0.9999331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04437248714178067,"score_gpt":0.3325571047852917,"score_spread":0.2881846176435111,"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."}}