{"id":"W4296793680","doi":"10.25011/cim.v45i3.38874","title":"Positive Predictive Value of Primary Subarachnoid Hemorrhage Diagnoses on Death Certificates","year":2022,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; Ottawa Hospital; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Autopsy; Medical diagnosis; Subarachnoid hemorrhage; Epidemiology; Cause of death; Predictive value; Population; Emergency medicine; Subarachnoid haemorrhage; Pediatrics; Internal medicine; Surgery; Pathology; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001407564,0.0002045488,0.0001953496,0.001496908,0.0004501763,0.0007178755,0.0005878387,0.0002889691,0.003973944],"category_scores_gemma":[0.01837647,0.0001383608,0.0003258612,0.001076109,0.000532299,0.0004391447,0.0005465887,0.0004956602,0.0003076395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009524271,"about_ca_system_score_gemma":0.001973513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06033052,"about_ca_topic_score_gemma":0.07287546,"domain_scores_codex":[0.9988993,0.0002610688,0.000155181,0.0001367108,0.0003964744,0.000151222],"domain_scores_gemma":[0.9873309,0.005045385,0.004398737,0.0004949181,0.001725085,0.00100492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002578417,0.000006014052,0.9983822,0.00001338002,0.00001019055,0.00004705039,0.00001725605,0.00005829662,0.0000133317,0.00002753856,0.0002509877,0.001147949],"study_design_scores_gemma":[0.000006764373,0.00002420861,0.9976797,0.00004815472,0.00003081085,0.000531193,0.0001615685,0.0008422944,0.00008402232,0.00009072494,0.0004952999,0.000005346509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870488,0.0009120089,0.0003459971,0.0006151145,0.00007269785,0.00004074038,0.004402272,0.00003676917,0.00652558],"genre_scores_gemma":[0.9986464,0.0001532917,0.0001426084,0.00002375588,0.0000213021,0.000005064328,0.0008614433,0.000001566042,0.0001445058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06033052,"threshold_uncertainty_score":0.1199587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054347031142133,"score_gpt":0.3208013211699972,"score_spread":0.2153666180557839,"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."}}