{"id":"W4388734643","doi":"10.1097/ccm.0000000000006054","title":"The authors reply","year":2023,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Public Health Ontario; BC Children's Hospital; University of Toronto; Université de Sherbrooke; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Intensive care medicine","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004010261,0.0002885848,0.0006004868,0.0001195302,0.0004616298,0.00002352382,0.0002700076,0.0004526404,0.0003332054],"category_scores_gemma":[0.006459591,0.0001651169,0.0002167407,0.0003901533,0.0012476,0.00002010368,0.00008353858,0.002525735,0.0006320536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090608,"about_ca_system_score_gemma":0.0001714034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004826054,"about_ca_topic_score_gemma":0.000003309964,"domain_scores_codex":[0.9975275,0.0001325519,0.0005106585,0.0004930968,0.0007723531,0.0005638053],"domain_scores_gemma":[0.9940685,0.00398894,0.00005631777,0.001074923,0.0005798441,0.0002314498],"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":[0.00002758328,0.000005906866,0.00005099699,0.0004624199,0.0000338366,0.001433888,0.0001522498,1.54153e-8,0.00001558109,0.001575268,0.9903229,0.005919321],"study_design_scores_gemma":[0.000124123,0.0002905464,0.0003657928,0.0006696469,0.0005431867,0.0002433396,0.0012464,0.000005952405,0.00001822468,0.001976843,0.9943524,0.0001635641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005005094,0.003772223,0.00009220164,0.9738274,0.002394596,0.000336925,0.00002539293,0.0002788868,0.01922229],"genre_scores_gemma":[0.006718042,0.0001459184,0.00004826744,0.9442549,0.0195248,0.0002073477,0.0006403901,0.000100722,0.02835958],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02957249,"threshold_uncertainty_score":0.9997755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06062957413116511,"score_gpt":0.3706052659154893,"score_spread":0.3099756917843242,"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."}}