{"id":"W3209482019","doi":"10.4220/sykepleienf.2021.84445en","title":"Safe surgery – set-up and organisation of instrument tables for surgery: a scoping review","year":2021,"lang":"en","type":"review","venue":"Sykepleien Forskning","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Washington; University of Toronto; Massachusetts General Hospital; University of the Philippines; Imperial College Healthcare NHS Trust; Imperial College London; Brigham and Women's Hospital","keywords":"Set (abstract data type); Medicine; Psychology; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002333752,0.0004644357,0.007488916,0.0003031971,0.0001058557,0.00003639813,0.00007040727,0.0002668609,0.0002656704],"category_scores_gemma":[0.002208733,0.0003675678,0.002163463,0.0004717115,0.00007213747,0.0001004681,0.00007955801,0.0001988316,0.000006609727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001190803,"about_ca_system_score_gemma":0.001338867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003005401,"about_ca_topic_score_gemma":0.000005437993,"domain_scores_codex":[0.9967775,0.0002713884,0.001571055,0.0005414115,0.0004184264,0.0004202451],"domain_scores_gemma":[0.9927106,0.005720849,0.0007898966,0.0004350194,0.0001581866,0.0001854261],"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":[0.00001053112,0.00001417708,0.0007302872,0.3959435,0.0002697286,0.00002490694,0.00005613862,4.641453e-8,2.89372e-7,0.0004118415,0.0009756323,0.6015629],"study_design_scores_gemma":[0.0001290941,0.0000188329,0.00001419596,0.4268189,0.001706724,0.0003006797,0.00004186887,6.640474e-7,0.000005515609,0.000003131591,0.5707332,0.0002272038],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007238826,0.9965395,0.00007778611,0.000172452,0.0003673467,0.002393863,0.00004630443,0.0000361724,0.0002942135],"genre_scores_gemma":[0.00002284821,0.9969552,0.0004462608,0.000210136,0.0001651638,0.0002466456,0.001289372,0.00008732241,0.0005770149],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6013358,"threshold_uncertainty_score":0.9998776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1354975177237642,"score_gpt":0.3834443218749952,"score_spread":0.247946804151231,"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."}}