{"id":"W2977745910","doi":"10.1352/1934-9556-57.5.476","title":"From Invisible to Visible to Valued: Improving Population Health of People With Intellectual and Developmental Disabilities","year":2019,"lang":"en","type":"article","venue":"Intellectual and developmental disabilities","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intellectual disability; Psychology; Autism; Population; Developmental psychology; Medicine; Psychiatry; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004670651,0.0005162685,0.001061788,0.0004178227,0.0002321618,0.0001348459,0.000209114,0.0001344082,0.01086125],"category_scores_gemma":[0.007669265,0.0004170147,0.0000962573,0.000838591,0.0005013488,0.0003434756,0.0005698711,0.000308638,0.001771512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006855223,"about_ca_system_score_gemma":0.0005252266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006204099,"about_ca_topic_score_gemma":0.001035304,"domain_scores_codex":[0.9963307,0.0001331012,0.0009408239,0.001031302,0.0008033434,0.0007607754],"domain_scores_gemma":[0.9958162,0.002926812,0.00005135475,0.0003245972,0.0001962745,0.0006847765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003594444,0.0006307589,0.5190421,0.00149351,0.0002769078,5.300286e-7,0.4377263,0.000009597373,0.005552464,0.0002469285,0.0142041,0.01722232],"study_design_scores_gemma":[0.002678,0.01064376,0.1655375,0.001442775,0.00006036184,0.0003002741,0.791212,0.0004582672,0.01712975,0.001276631,0.007720114,0.001540623],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902274,0.0001581257,0.0002924775,0.0007214141,0.0001048592,0.001970652,0.00008643964,0.00009276153,0.006345894],"genre_scores_gemma":[0.984734,0.00004260398,0.006552539,0.0007848854,0.00005132434,0.0001271361,0.0001438765,0.00006365091,0.007499963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3535046,"threshold_uncertainty_score":0.9998282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02710050855848906,"score_gpt":0.2911644244992941,"score_spread":0.2640639159408051,"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."}}