{"id":"W4416754901","doi":"10.1016/s0140-6736(25)02202-0","title":"Views on the upcoming Lancet Commission on disability and health – Authors' reply","year":2025,"lang":"en","type":"article","venue":"The Lancet","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Foreign, Commonwealth and Development Office; Krembil Foundation; National Institute for Health and Care Research; Conrad N. Hilton Foundation","keywords":"Commission; Task (project management); Inequality; Disabled people; Health care","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01817041,0.001930572,0.004404941,0.002283281,0.00486906,0.01153858,0.005814607,0.1237576,0.01207552],"category_scores_gemma":[0.1044242,0.0018677,0.00330889,0.001849071,0.008727669,0.009710819,0.006589126,0.0962714,0.009801233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007007076,"about_ca_system_score_gemma":0.01224192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049953,"about_ca_topic_score_gemma":0.01477985,"domain_scores_codex":[0.9790128,0.004882575,0.002756542,0.002648842,0.007688614,0.003010613],"domain_scores_gemma":[0.9235122,0.04348603,0.006003734,0.0026565,0.01379556,0.01054601],"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":[0.00004279146,0.00001072793,0.0001051215,0.0001006134,0.00003768606,0.0001545506,0.0001403366,0.00001772092,0.00004374942,0.002056514,0.995634,0.001656109],"study_design_scores_gemma":[0.0001841483,0.00003823792,0.00065813,0.0008886459,0.0001179203,0.0003253942,0.0008154988,0.00008499512,0.0001729512,0.007843123,0.9887433,0.0001275824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005882265,0.001902683,0.00002378355,0.9441558,0.05335243,0.00000362785,0.00006358571,0.00000988685,0.0004294114],"genre_scores_gemma":[0.0009103439,0.001054524,0.00005885851,0.9505486,0.0452996,0.00002314644,0.00003348323,0.00002828296,0.002043066],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1237576,"threshold_uncertainty_score":0.09609544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2330757726186827,"score_gpt":0.4494634100539397,"score_spread":0.216387637435257,"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."}}