{"id":"W2137975390","doi":"10.1176/appi.ps.56.5.585","title":"End-of-Life Treatment Preferences of Persons With Serious Mental Illness","year":2005,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Psychiatry; Psychology; Mental health; Test (biology); Quarter (Canadian coin); Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0000564552,0.0001929266,0.0005056669,0.0001568891,0.00004054862,0.000004193754,0.0001346193,0.0000632993,0.0002112438],"category_scores_gemma":[0.000004268531,0.0001274462,0.0001125978,0.0003515928,0.00008149841,0.00008772546,0.00001791301,0.00005232141,0.000007792022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003897668,"about_ca_system_score_gemma":0.0001610637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511344,"about_ca_topic_score_gemma":0.001086449,"domain_scores_codex":[0.9988984,0.00002957351,0.0003492993,0.0002204597,0.0003209404,0.0001813317],"domain_scores_gemma":[0.9991755,0.00006191416,0.0002939325,0.0002489929,0.0001057866,0.0001139044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001134521,0.00115752,0.943696,0.001244928,0.0007567327,0.000002682439,0.02546061,0.0000342136,0.0008368968,0.0001321918,0.0001984176,0.02534528],"study_design_scores_gemma":[0.0306395,0.01765349,0.4233668,0.002466398,0.0042037,0.00008395209,0.1404175,0.00120233,0.112019,0.0002077686,0.2659995,0.001740143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797267,0.01283512,0.000009799514,0.0007074575,0.0001418847,0.0003181624,0.00008448728,0.00002757709,0.006148754],"genre_scores_gemma":[0.9917516,0.002367446,0.005342103,0.0001193089,0.0001868423,0.00002001012,0.000042892,0.00001572517,0.0001541297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5203292,"threshold_uncertainty_score":0.5197107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0464922280663067,"score_gpt":0.3534779318483449,"score_spread":0.3069857037820382,"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."}}