{"id":"W2129787498","doi":"10.1186/s12875-015-0329-3","title":"Multiple physical and mental health comorbidity in adults with intellectual disabilities: population-based cross-sectional analysis","year":2015,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":430,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; University of Toronto","funders":"Medical Research Council; University of Aberdeen","keywords":"Medicine; Neighbourhood (mathematics); Comorbidity; Intellectual disability; Odds ratio; Mental health; Cross-sectional study; Population; Confidence interval; Odds; Gerontology; Demography; Psychiatry; Environmental health; Logistic regression; Internal 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001036724,0.0001884219,0.0004524037,0.0002420873,0.000124594,0.00008537241,0.00008689893,0.00007279804,0.0001305146],"category_scores_gemma":[0.01188913,0.0001524841,0.000108673,0.001001395,0.0003033563,0.0004252534,0.0000573644,0.0004036635,0.00008477372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005563012,"about_ca_system_score_gemma":0.0007335948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008846264,"about_ca_topic_score_gemma":0.00168793,"domain_scores_codex":[0.9975177,0.0004371286,0.0003869621,0.0005228245,0.0007908044,0.0003446044],"domain_scores_gemma":[0.9955375,0.003385993,0.00008615931,0.0003309034,0.0002910136,0.0003684793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006749116,0.001389764,0.9851038,0.0001467204,0.0001191672,0.000001351041,0.004974188,0.0003772017,0.000009344923,0.00001531924,0.0008786726,0.0002353041],"study_design_scores_gemma":[0.003479539,0.001672404,0.9216641,0.00004821887,0.00005413247,0.00003351694,0.01068394,0.06068441,0.00000937683,0.00001873491,0.001493232,0.0001584283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962053,0.000116872,0.0005786657,0.0005638464,0.00004264964,0.0006770283,0.00005564614,0.00004582467,0.001714134],"genre_scores_gemma":[0.9973618,0.00001928363,0.001325419,0.0004850161,0.00006622093,0.00004749281,0.0003858373,0.00001876166,0.0002901961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06343979,"threshold_uncertainty_score":0.9977539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105274270775213,"score_gpt":0.4003766775906213,"score_spread":0.2951024068154084,"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."}}