{"id":"W2064546004","doi":"10.1213/ane.0b013e318163f7c2","title":"A Novel Vibrotactile Display to Improve the Performance of Anesthesiologists in a Simulated Critical Incident","year":2008,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Anesthesia; American society of anesthesiologists","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":[0.0002966629,0.0001813585,0.0004022208,0.0001985108,0.0001301936,0.000003702284,0.0002071459,0.0002316847,0.00002376153],"category_scores_gemma":[0.0002573013,0.0001262454,0.0000757192,0.0005572757,0.0002493584,0.00007557301,0.00003180204,0.0004032071,0.00006243781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007643973,"about_ca_system_score_gemma":0.0001496995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005259484,"about_ca_topic_score_gemma":0.00001531349,"domain_scores_codex":[0.9985261,0.00006508314,0.0004517642,0.0002988526,0.0002568092,0.000401411],"domain_scores_gemma":[0.9988795,0.0002894007,0.00008474816,0.0004840076,0.0001231248,0.0001392489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000584769,0.0003274302,0.9825248,0.0001430409,0.00001732335,0.0006152954,0.0007959882,0.0001869844,0.0129234,0.0002531173,0.0000919079,0.001535914],"study_design_scores_gemma":[0.0005397351,0.001494783,0.9812586,0.000221883,0.00002308196,0.001452757,0.00008983554,0.001595357,0.01258339,0.000006651661,0.0005896185,0.0001442657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952716,0.0001191548,0.00004783372,0.00387348,0.00003987251,0.0005311869,7.314973e-7,0.00005811068,0.00005803674],"genre_scores_gemma":[0.9983001,0.00005243235,0.0005464568,0.0008835383,0.00005691443,0.00004191516,0.000003830073,0.00001949418,0.00009525456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003028571,"threshold_uncertainty_score":0.5148138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929326073120558,"score_gpt":0.3109797938722821,"score_spread":0.2816865331410765,"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."}}