{"id":"W2590282547","doi":"10.1097/md.0000000000006162","title":"The prevalence of potentially preventable deaths in an acute care hospital","year":2017,"lang":"en","type":"article","venue":"Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Latent class model; Demography; Emergency medicine; Pediatrics; Statistics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005913043,0.0000708552,0.0001554032,0.00003422217,0.0007973144,5.0924e-7,0.0004944662,0.00007224765,0.0001760967],"category_scores_gemma":[0.0005756793,0.00004242608,0.00001898459,0.00004291754,0.0002459415,0.0001444814,0.00008698949,0.0002484799,0.00001898349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004568881,"about_ca_system_score_gemma":0.0001707665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002703287,"about_ca_topic_score_gemma":0.0003432535,"domain_scores_codex":[0.998832,0.0001611153,0.0003586969,0.0001454541,0.0002636979,0.0002390631],"domain_scores_gemma":[0.9985547,0.000109484,0.0004304679,0.0006743117,0.0001377586,0.00009325766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008016684,0.0000793382,0.9506015,0.0006370996,0.00002096146,0.000007729201,0.03523026,0.000004150081,0.0004430942,0.0009244066,0.001778152,0.01019319],"study_design_scores_gemma":[0.001225992,0.0003374976,0.9767147,0.0007607,0.00004900497,3.059411e-7,0.005665133,0.00002870646,0.00004575615,0.0001793398,0.01494169,0.00005120096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718964,0.0008313293,0.000383494,0.01655903,0.001863528,0.0009552278,0.00002368857,0.00002182181,0.007465502],"genre_scores_gemma":[0.9947978,0.0005725196,0.00008199622,0.0001800976,0.0001747447,0.00007040521,0.00001606737,0.000007222213,0.004099168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02956513,"threshold_uncertainty_score":0.6132379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04359281015100288,"score_gpt":0.4468790197738934,"score_spread":0.4032862096228905,"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."}}