{"id":"W4392240705","doi":"10.1111/pan.14873","title":"Pediatric anesthesia in Europe: Variations within uniformity","year":2024,"lang":"en","type":"review","venue":"Pediatric Anesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Anesthesia","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","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001892567,0.001454265,0.005932546,0.002265401,0.0001472443,0.0001902813,0.0006206644,0.001219604,0.0001592328],"category_scores_gemma":[0.0005757341,0.001078318,0.002261114,0.007786863,0.00009628382,0.0002074437,0.00009566992,0.002032014,0.003381577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004013316,"about_ca_system_score_gemma":0.002819305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006522425,"about_ca_topic_score_gemma":0.000004680636,"domain_scores_codex":[0.993068,0.000757603,0.002433765,0.001479576,0.001185852,0.001075228],"domain_scores_gemma":[0.9958208,0.00126558,0.000716953,0.001280902,0.0002557788,0.0006599663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003317684,0.003189443,0.1389704,0.2395892,0.001448864,0.3165941,0.001727538,0.00003120324,6.89825e-8,0.06371117,0.03795838,0.1964478],"study_design_scores_gemma":[0.0005716384,0.0001507485,0.004958395,0.001054157,0.01581933,0.02493098,0.00001613628,0.00002137552,2.661046e-8,0.00004243937,0.951335,0.001099834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000669736,0.9923338,0.00001390606,0.0008252139,0.0002522107,0.00214938,0.000009871203,0.0005134132,0.003232447],"genre_scores_gemma":[0.0001037132,0.9870173,0.0004874303,0.0003675382,0.003270959,0.0002978384,0.0002917462,0.0003599265,0.007803549],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9133766,"threshold_uncertainty_score":0.9998207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0329883130292017,"score_gpt":0.3151666647214991,"score_spread":0.2821783516922974,"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."}}