{"id":"W2096798668","doi":"10.1345/aph.1c036","title":"Fatal Aspiration Pneumonia during Transition from Donepezil to Rivastigmine","year":2002,"lang":"en","type":"article","venue":"Annals of Pharmacotherapy","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Covenant Health","funders":"","keywords":"Medicine; Rivastigmine; Donepezil; Pneumonia; Aspiration pneumonia; Intensive care medicine; Anesthesia; Internal medicine; Dementia; Disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006467734,0.0001710188,0.0002652096,0.0002104089,0.00005091565,0.000009642544,0.00006790405,0.00005574136,0.002042433],"category_scores_gemma":[0.0001165173,0.000172725,0.0001506296,0.0002341686,0.00005034938,0.0001369369,0.000007073466,0.0001335184,0.000123385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001527394,"about_ca_system_score_gemma":0.00001084907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007897524,"about_ca_topic_score_gemma":0.000005458929,"domain_scores_codex":[0.9989318,0.0000451719,0.0002758885,0.0002497166,0.0002701274,0.0002273244],"domain_scores_gemma":[0.9977468,0.00004123778,0.00007581007,0.0001466088,0.001842873,0.0001466488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006788446,0.0001926706,0.0002361904,0.00002742913,0.0001647532,0.00003188349,0.001885392,0.00002631526,0.9714628,0.000006392085,0.004923089,0.02036428],"study_design_scores_gemma":[0.00278243,0.0005011266,0.008054565,0.0001402089,0.00005113103,0.000009070962,0.0003395175,0.0004421654,0.9843578,0.00003641208,0.003110562,0.0001750291],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818778,0.0006154016,0.0008069763,0.01501023,0.0001273529,0.0004213819,0.0001164784,0.00005801751,0.0009663588],"genre_scores_gemma":[0.9507575,0.0004233292,0.0001839365,0.04808842,0.0002332963,0.0000207122,0.00006925767,0.00003659952,0.0001869353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03307819,"threshold_uncertainty_score":0.9988698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06793214743975935,"score_gpt":0.3444634751994549,"score_spread":0.2765313277596956,"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."}}