{"id":"W2574879942","doi":"10.1111/anae.13798","title":"Epidural pump malfunction – manufacturer's reply","year":2017,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Medicine; Infusion pump; Catheter; Standard operating procedure; Test (biology); Ambulatory; Medical emergency; Surgery; Medical physics; Anesthesia; Operations management","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":[0.001344117,0.0005623644,0.0007836713,0.0006279228,0.001554605,0.001646269,0.001587434,0.02445584,0.006649366],"category_scores_gemma":[0.01473476,0.0004422739,0.000842288,0.0005359586,0.001666047,0.002857145,0.0008947405,0.01726865,0.005172334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274425,"about_ca_system_score_gemma":0.001772571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002549487,"about_ca_topic_score_gemma":0.002553062,"domain_scores_codex":[0.9987411,0.0003495432,0.0002462663,0.0001813782,0.0003283332,0.0001534775],"domain_scores_gemma":[0.9958261,0.001967691,0.0004256415,0.0001465172,0.001246334,0.0003876768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004561821,0.00004453114,0.002094434,0.00009775734,0.00002384437,0.02151129,0.0003487389,0.0001151556,0.0002823584,0.00176678,0.9622755,0.01139395],"study_design_scores_gemma":[0.00007324856,0.000125255,0.002979427,0.0005730148,0.00005114276,0.06166331,0.001801533,0.0006454581,0.0006835705,0.006142128,0.9251296,0.000132329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002429415,0.002264831,0.0002797741,0.9561524,0.0346063,0.0000246048,0.00009577438,0.0001184336,0.004028502],"genre_scores_gemma":[0.02445418,0.002637583,0.0005158951,0.9246736,0.03965017,0.00005007222,0.00007955461,0.00004921931,0.007889786],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02445584,"threshold_uncertainty_score":0.02224439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845205819968041,"score_gpt":0.220502721120222,"score_spread":0.2020506629205416,"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."}}