{"id":"W2423907104","doi":"10.1213/ane.0000000000001055","title":"No Matter the Perspective, Anesthesia Handoffs Are Problematic","year":2015,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Specialty; Patient safety; Anesthesiology; Harm; Medical emergency; Scrutiny; Intensive care medicine; Intensive care unit; Anesthesia; Nursing; Health care; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01303338,0.0006528993,0.0005690177,0.001031118,0.009397338,0.01082997,0.00184821,0.007930116,0.02680615],"category_scores_gemma":[0.08782407,0.0005433083,0.0008187566,0.001491558,0.007412413,0.01328676,0.007402183,0.01718045,0.008612473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003414367,"about_ca_system_score_gemma":0.009855415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004490511,"about_ca_topic_score_gemma":0.01041886,"domain_scores_codex":[0.9829891,0.006334585,0.001049215,0.002049732,0.005460331,0.002117066],"domain_scores_gemma":[0.9482092,0.01314906,0.01157124,0.004763709,0.0103966,0.01191027],"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":[0.0001696773,0.0002347423,0.02090071,0.0005976516,0.0001471662,0.00146939,0.01526783,0.0001809602,0.0005634087,0.05695144,0.7294421,0.1740749],"study_design_scores_gemma":[0.00005298349,0.0001673478,0.008560237,0.002224488,0.00009442122,0.003382105,0.03810216,0.000181594,0.0003502531,0.0669098,0.8798652,0.0001093134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009747914,0.008714356,0.003646441,0.9337646,0.01728896,0.0000341771,0.0002378251,0.0001537402,0.02641189],"genre_scores_gemma":[0.1729705,0.02169599,0.004321973,0.7475725,0.02680132,0.00008267842,0.0004297245,0.0004473963,0.02567796],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02680615,"threshold_uncertainty_score":0.08967549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181512115008644,"score_gpt":0.2618387790897123,"score_spread":0.2436875675888479,"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."}}