{"id":"W3133676211","doi":"10.1136/bmjgh-2020-004107","title":"A novel development indicator based on population-average height trajectories of children aged 0–5 years modelled using 145 surveys in 64 countries, 2000–2018","year":2021,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research; SickKids Foundation; University of Toronto; McGill University; Institute for Clinical Evaluative Sciences; Public Health Ontario; Hospital for Sick Children","funders":"","keywords":"Proxy (statistics); Demography; Linear growth; Population; Geography; Medicine; Statistics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003649231,0.0008025667,0.0006307494,0.001471116,0.000349644,0.001430713,0.001248197,0.0007432622,0.003586234],"category_scores_gemma":[0.008592401,0.000523368,0.002276357,0.003367944,0.0006163268,0.001110328,0.001574572,0.001082528,0.0009981546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009588155,"about_ca_system_score_gemma":0.001160667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07475535,"about_ca_topic_score_gemma":0.04244537,"domain_scores_codex":[0.9982936,0.0008262031,0.0001283632,0.0005360151,0.00007235176,0.0001433958],"domain_scores_gemma":[0.9968649,0.001108739,0.0008640982,0.0005006017,0.0004695673,0.0001921782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002635785,0.00007110781,0.9312585,0.0001821681,0.000717884,0.0001395621,0.0003493256,0.05299909,0.0002188475,0.001265233,0.004704814,0.007829856],"study_design_scores_gemma":[0.0001334958,0.0002954878,0.7318093,0.0002561285,0.0005398678,0.0002940554,0.001141651,0.2498856,0.0004459648,0.002046242,0.01306862,0.00008358112],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128816,0.0007837291,0.01859374,0.0007299205,0.0001143225,0.00009449417,0.0649209,0.0004319718,0.001449209],"genre_scores_gemma":[0.9377743,0.0002314828,0.008758143,0.0001006703,0.00003157723,0.0001741611,0.05210649,0.00006231047,0.0007609816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07475535,"threshold_uncertainty_score":0.1486405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02931217547949729,"score_gpt":0.3315968480656132,"score_spread":0.302284672586116,"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."}}