{"id":"W4393082515","doi":"10.1136/bmjpo-2023-002333","title":"Unpacking the intractability of childhood stunting: an introduction to the UKRI GCRF Action Against Stunting Hub","year":2024,"lang":"en","type":"editorial","venue":"BMJ Paediatrics Open","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"UK Research and Innovation","keywords":"Unpacking; Action (physics); Physics; Philosophy; Linguistics","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","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006338458,0.0005529101,0.0007352444,0.0004230925,0.0008306269,0.00212089,0.002670866,0.0006482582,0.00004709388],"category_scores_gemma":[0.006340399,0.0003716252,0.0003018592,0.001636946,0.0001007864,0.0009121231,0.00139894,0.002365408,0.00005404522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004388483,"about_ca_system_score_gemma":0.0003154795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005219065,"about_ca_topic_score_gemma":0.0006198855,"domain_scores_codex":[0.9944974,0.0008581764,0.001328042,0.00126487,0.001470321,0.0005811698],"domain_scores_gemma":[0.9951448,0.001368662,0.0009551857,0.001670463,0.0006791897,0.0001816385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002909235,0.0003580014,0.0006262014,0.0004036421,0.00008065651,0.000002572076,0.003692834,0.0002184037,0.00004613093,0.00002244006,0.9778706,0.01638763],"study_design_scores_gemma":[0.0007819522,0.0002015388,0.001665647,0.0001609171,0.0004116096,0.000005317424,0.001587245,0.0001090902,0.0006660462,0.0005662558,0.9933003,0.0005440428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.05655132,0.0002758528,0.00007570204,0.04129163,0.8947755,0.005899224,0.0004547324,0.0002018896,0.000474191],"genre_scores_gemma":[0.09282737,0.0001156667,0.0002663739,0.0004692637,0.9047911,0.0002343811,0.001035028,0.0001468898,0.0001139955],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04082237,"threshold_uncertainty_score":0.9999362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679728508406896,"score_gpt":0.3570815260862424,"score_spread":0.3302842410021735,"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."}}