{"id":"W2026974379","doi":"10.1097/00063110-200209000-00008","title":"Investigation of capacitor failures in an automated external defibrillator","year":2002,"lang":"en","type":"article","venue":"European Journal of Emergency Medicine","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Capacitor; Automated external defibrillator; Analyser; Medicine; Reliability engineering; Medical emergency; Electrical engineering; Voltage; Emergency medicine; Engineering; Resuscitation; Cardiopulmonary resuscitation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003709984,0.0001399468,0.0004517952,0.0002951907,0.000149625,8.268688e-7,0.0002460735,0.00006370225,0.00322141],"category_scores_gemma":[0.001014217,0.0001056196,0.00006702104,0.0003745272,0.0001011505,0.0002305086,0.00002591531,0.0006551627,0.0000610648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006344986,"about_ca_system_score_gemma":0.0000678607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001621381,"about_ca_topic_score_gemma":0.00009918651,"domain_scores_codex":[0.992747,0.003825956,0.002529529,0.0001315582,0.0004740238,0.0002919093],"domain_scores_gemma":[0.9973683,0.0001911897,0.00132756,0.000232416,0.0005558733,0.0003246692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002636697,0.00008397146,0.7633421,0.001244112,0.00005469672,0.0001163526,0.1058727,0.00009888147,0.03187298,0.00125478,0.09266178,0.003133973],"study_design_scores_gemma":[0.003452886,0.00272156,0.9520893,0.005148871,0.00006426049,0.0000392429,0.01340198,0.002293948,0.0001377528,0.0007281553,0.01962749,0.0002946052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985194,0.002009667,0.0001193458,0.004355486,0.003756073,0.0001824016,0.000006695797,0.00004133448,0.004335014],"genre_scores_gemma":[0.9960545,0.0008176672,0.0004944885,0.0002552256,0.002107961,9.644052e-7,0.000003257819,0.00002666919,0.0002392859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1887472,"threshold_uncertainty_score":0.9976898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2891605057082897,"score_gpt":0.4624680485620267,"score_spread":0.173307542853737,"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."}}