{"id":"W3121881038","doi":"10.1213/ane.0000000000005367","title":"Systematic Review of Intraoperative Anesthesia Handoffs and Handoff Tools","year":2021,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Handover; Retrospective cohort study; Population; Patient safety; MEDLINE; Emergency medicine; Health care; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008611716,0.0008788907,0.009582527,0.0002840554,0.0001146738,0.00008914639,0.0002765556,0.0004367231,0.0002937145],"category_scores_gemma":[0.0007395978,0.0005500044,0.001378233,0.0008311893,0.0001776817,0.000140977,0.00005601845,0.0004996883,0.00006430913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000954595,"about_ca_system_score_gemma":0.0008737529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001402924,"about_ca_topic_score_gemma":0.000001217073,"domain_scores_codex":[0.9954575,0.0006658358,0.00209715,0.0007370718,0.000604423,0.0004380236],"domain_scores_gemma":[0.9964917,0.0005994783,0.0009620237,0.001115156,0.0003767401,0.0004548474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000006400687,0.0001165347,0.00002239585,0.9660173,0.0007012035,0.003254161,0.00006593483,6.896164e-9,3.619051e-7,0.0007511942,0.001086971,0.02797755],"study_design_scores_gemma":[0.0002812494,0.0002445684,0.00003531696,0.760159,0.009945104,0.0138469,0.00005816817,0.00000107554,0.000007336486,0.000004736794,0.2149901,0.0004265244],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006238324,0.9950373,0.000007137518,0.00110506,0.00001738883,0.003459903,0.000004718423,0.00005607369,0.0002499988],"genre_scores_gemma":[0.00001833246,0.9952967,0.0003287516,0.001660217,0.00008531768,0.0003001366,0.0002362021,0.000108806,0.001965564],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2139031,"threshold_uncertainty_score":0.9996951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02924231463312134,"score_gpt":0.3243603476037862,"score_spread":0.2951180329706649,"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."}}