{"id":"W1587965286","doi":"10.1111/jir.12201","title":"Individual, social and contextual factors associated with psychiatric care outcomes among patients with intellectual disabilities in the emergency department","year":2015,"lang":"en","type":"article","venue":"Journal of Intellectual Disability Research","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; York University","funders":"Canadian Institutes of Health Research","keywords":"Emergency department; Medicine; Psychiatry; Population","routes":{"ca_aff":true,"ca_fund":true,"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","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004807581,0.000505524,0.001157391,0.0005836864,0.0004414282,0.0002050482,0.0007866885,0.0002719692,0.001163715],"category_scores_gemma":[0.05027126,0.0002600657,0.0003056606,0.002323796,0.003881857,0.000476948,0.0002778826,0.002447159,0.00002575296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115375,"about_ca_system_score_gemma":0.0008647596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002917915,"about_ca_topic_score_gemma":0.001814849,"domain_scores_codex":[0.9903269,0.002251862,0.001353967,0.0006070301,0.00437567,0.00108452],"domain_scores_gemma":[0.9874696,0.00759427,0.0002326853,0.0005689034,0.00350162,0.0006329028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002979188,0.003125621,0.8514921,0.0001261309,0.0003828934,0.000004352864,0.1316296,0.000002676406,0.000001382905,0.00001954523,0.009388586,0.0008478887],"study_design_scores_gemma":[0.003471937,0.01133977,0.7775937,0.000104592,0.0001249789,0.00001807975,0.2065451,0.00001206818,0.00002179134,0.00018778,0.0003311647,0.0002490114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949372,0.0003314817,0.00001348327,0.0008416603,0.0001096204,0.001788825,0.00007880096,0.00002158972,0.001877303],"genre_scores_gemma":[0.9994026,0.00004244555,0.00002242229,0.00004871507,0.00009858543,0.00006422707,0.00008908082,0.00005271686,0.0001791604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07491551,"threshold_uncertainty_score":0.9999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1778150148839328,"score_gpt":0.3953486565163113,"score_spread":0.2175336416323785,"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."}}