{"id":"W3199334174","doi":"10.1002/vrc2.189","title":"A closed ‘pop‐off’ valve and patient safety incident: A human factors approach to understanding error","year":2021,"lang":"en","type":"article","venue":"Veterinary Record Case Reports","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Limiting; Breathing; Anesthesia; Local anaesthetic; Surgery; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004993098,0.001032206,0.000438992,0.004745555,0.003983524,0.005662254,0.002455595,0.004788441,0.005836831],"category_scores_gemma":[0.02730848,0.0007716005,0.0006204614,0.0009559746,0.005098921,0.005659509,0.003799538,0.004861095,0.001057712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0027702,"about_ca_system_score_gemma":0.004215716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008130002,"about_ca_topic_score_gemma":0.00858985,"domain_scores_codex":[0.9946625,0.002458147,0.0007278777,0.0004976682,0.001058893,0.0005949778],"domain_scores_gemma":[0.9768001,0.01221366,0.005230872,0.0008176369,0.003687078,0.001250669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0002071568,0.001259599,0.390118,0.0009120964,0.0001303653,0.3145603,0.1343596,0.001730053,0.004638904,0.02026188,0.03386938,0.09795269],"study_design_scores_gemma":[0.0000378371,0.0007437796,0.08489671,0.004000335,0.0001686695,0.5266134,0.2573175,0.01891041,0.003715714,0.03763759,0.06558816,0.0003700055],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6498143,0.0105887,0.07808087,0.1752044,0.002885406,0.0009518981,0.000249389,0.001065303,0.08115986],"genre_scores_gemma":[0.9707178,0.002047401,0.01665498,0.007229608,0.000701394,0.00004426026,0.0000468341,0.00004480305,0.00251299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008130002,"threshold_uncertainty_score":0.02640635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2166539592642587,"score_gpt":0.4109931176055514,"score_spread":0.1943391583412927,"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."}}