{"id":"W4319460972","doi":"10.1001/jamanetworkopen.2022.48460","title":"Development of an Enhanced Recovery After Surgery Surgical Safety Checklist Through a Modified Delphi Process","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Toronto; University of Calgary","funders":"","keywords":"Checklist; Delphi method; Snowball sampling; Medicine; Delphi; Perioperative; Patient safety; Inclusion (mineral); Medical education; Psychology; Health care; Surgery; Political science; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002623652,0.0003847655,0.001227813,0.0001509304,0.00016443,0.0001185715,0.0004508623,0.0003349717,0.0003916873],"category_scores_gemma":[0.0002305829,0.0003437242,0.0002531326,0.001557127,0.00009918688,0.001094699,0.0004570742,0.0003975235,0.000130585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551077,"about_ca_system_score_gemma":0.0008847878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003350107,"about_ca_topic_score_gemma":0.0001071467,"domain_scores_codex":[0.9961659,0.000224119,0.001347823,0.0007832532,0.0006210015,0.0008578659],"domain_scores_gemma":[0.9975642,0.0007462933,0.0003956919,0.0007725331,0.0002501293,0.0002711811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1817377,0.003583777,0.04555616,0.004733021,0.003411715,0.006286972,0.02178912,0.02458226,0.004397695,0.0003049173,0.05097618,0.6526405],"study_design_scores_gemma":[0.01474967,0.0009882248,0.6585781,0.01578596,0.0005295185,0.0005276207,0.002201258,0.005076973,0.1121724,0.003927527,0.1808134,0.004649407],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841111,0.0002125455,0.001027866,0.0004341814,0.0007609334,0.00109408,0.00002317844,0.0001989368,0.01213713],"genre_scores_gemma":[0.9865185,0.0003630786,0.007480589,0.0006183644,0.0008070904,0.0006108652,0.0004939761,0.0001007832,0.003006733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6479911,"threshold_uncertainty_score":0.9999015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03852846244176629,"score_gpt":0.3205173638075454,"score_spread":0.2819889013657791,"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."}}