{"id":"W4313543996","doi":"10.29271/jcpsp.2023.01.107","title":"Late Presentation of Acute Limb Ischemia: Causes and Outcomes","year":2023,"lang":"en","type":"article","venue":"Journal of College of Physicians And Surgeons Pakistan","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Medicine; Adverse effect; Patient safety; Medication error; Harm; Intensive care medicine; Near miss; Drug administration; Food and drug administration; Barcode; Medical emergency; Pharmacology; Health care; Computer science; Psychology; Engineering","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":[0.0005184307,0.00008659815,0.0004501672,0.0001929818,0.0001556797,7.135783e-7,0.00006713595,0.00007383839,0.00001992825],"category_scores_gemma":[0.00008990541,0.00006852197,0.0000899226,0.0003120368,0.000108051,0.0001433732,0.00003664376,0.0002119294,0.000001654577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001672807,"about_ca_system_score_gemma":0.0001649938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003536591,"about_ca_topic_score_gemma":0.00004578121,"domain_scores_codex":[0.9986343,0.0001283639,0.0007196446,0.00007769818,0.000266794,0.0001731316],"domain_scores_gemma":[0.9980136,0.0005750315,0.0009650377,0.0001048434,0.0002687653,0.00007278812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000850715,0.000400884,0.8994961,0.001079475,0.001114703,0.00006951135,0.01292116,0.00006492149,0.02901475,0.00976434,0.04284963,0.002373827],"study_design_scores_gemma":[0.001971687,0.0002832626,0.9662029,0.000580003,0.0002593368,0.000003879911,0.011084,0.0001162382,0.001698575,0.001034296,0.0166411,0.0001247678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949991,0.00009080251,0.00009183967,0.003256698,0.0002995806,0.0001681073,0.0003258839,0.000009165825,0.0007588534],"genre_scores_gemma":[0.9970968,0.0008250048,0.00009174615,0.0001393034,0.00004482971,0.000004392152,0.00000862083,0.000009255893,0.001780009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06670678,"threshold_uncertainty_score":0.2794245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174048634589164,"score_gpt":0.3960556841705893,"score_spread":0.3643151978246977,"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."}}