{"id":"W2123923258","doi":"10.1109/iembs.2008.4649331","title":"Can technology further improve the safety of anesthesia?","year":2008,"lang":"en","type":"article","venue":"","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"ALARM; Patient safety; Key (lock); Computer science; Cognition; Adverse effect; Interface (matter); Risk analysis (engineering); Intensive care medicine; Medicine; Health care; Engineering; Computer security; Psychiatry","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":[0.01194657,0.00115194,0.0006450628,0.001677309,0.001337492,0.007729249,0.001413956,0.009361929,0.03007114],"category_scores_gemma":[0.04211244,0.0002845643,0.001084658,0.00117871,0.006990378,0.02135238,0.003228893,0.004244345,0.01105641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002200827,"about_ca_system_score_gemma":0.005856744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002310558,"about_ca_topic_score_gemma":0.00156847,"domain_scores_codex":[0.9938557,0.002984766,0.0003468189,0.0004283617,0.0018498,0.0005346587],"domain_scores_gemma":[0.9829094,0.009760004,0.001135625,0.001218403,0.004007635,0.0009689021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002864636,0.0002844791,0.003385068,0.002440542,0.000126838,0.0004397894,0.0009714073,0.001337757,0.001253101,0.2061203,0.206044,0.5773103],"study_design_scores_gemma":[0.00006595234,0.0004476013,0.00230216,0.003088054,0.00009720242,0.0008999297,0.002683942,0.0009052717,0.001913051,0.2495198,0.7379766,0.0001005271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003452968,0.07571572,0.01648363,0.8354259,0.0114431,0.00005846668,0.0001464263,0.0003870722,0.05688678],"genre_scores_gemma":[0.254002,0.3793439,0.04997826,0.2392301,0.02527356,0.0002977043,0.0003818638,0.0002743922,0.05121827],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03007114,"threshold_uncertainty_score":0.100598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02320216620780955,"score_gpt":0.277842690656803,"score_spread":0.2546405244489934,"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."}}