{"id":"W2768202714","doi":"10.1176/appi.ps.201600534","title":"All-Cause, 30-Day Readmissions Among Persons With Intellectual and Developmental Disabilities and Mental Illness","year":2017,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Mental illness; Medicine; Cohort; Day hospital; Hospital discharge; Psychiatry; Intellectual disability; Cohort study; Hospital readmission; Mental health; Emergency medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002555102,0.0001937947,0.0001936222,0.0004606167,0.0005287454,0.0003632244,0.0002371514,0.0001782672,0.0008789552],"category_scores_gemma":[0.001593826,0.0001098614,0.0002936552,0.0004652264,0.0001566776,0.0001949802,0.0004283393,0.000292893,0.00008685026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000904461,"about_ca_system_score_gemma":0.0009700611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1584293,"about_ca_topic_score_gemma":0.2783215,"domain_scores_codex":[0.9997244,0.00003997617,0.00002399883,0.00002835476,0.00008224692,0.0001009761],"domain_scores_gemma":[0.999419,0.00005770407,0.0002788172,0.000022703,0.00008882845,0.0001329845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001866539,0.00001163774,0.999175,0.000004722151,0.00001168989,0.0000400824,0.00005348692,0.00001533407,0.0000358113,0.000003121175,0.00004545883,0.0005848034],"study_design_scores_gemma":[0.000001230046,0.0000182621,0.9996481,0.000004424615,0.000004285846,0.00007872837,0.0001505879,0.00003932609,0.00001321245,0.000003132705,0.00003800841,6.709104e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995146,0.00008119178,0.00001529353,0.00002042163,0.000001603021,0.000005411951,0.0002275606,9.017356e-7,0.0001331016],"genre_scores_gemma":[0.9995335,0.00006592119,0.00002331255,0.000007025392,0.000002224087,0.00000328932,0.0002766725,2.787246e-7,0.000087735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1584293,"threshold_uncertainty_score":0.3150143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03730192125563397,"score_gpt":0.3211606817745215,"score_spread":0.2838587605188875,"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."}}