{"id":"W4200111518","doi":"10.1097/aco.0000000000001090","title":"Editorial introductions","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Anaesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anesthesiology; Internship; Medical school; Commonwealth; Library science; Medical education; Family medicine; Anesthesia; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007216795,0.002823557,0.002175076,0.006653506,0.002954844,0.008589046,0.003362532,0.006018308,0.1965719],"category_scores_gemma":[0.06205083,0.0008478586,0.002493035,0.002030208,0.001521112,0.004687125,0.002621235,0.006799915,0.1248533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002783627,"about_ca_system_score_gemma":0.00515043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008029986,"about_ca_topic_score_gemma":0.001496526,"domain_scores_codex":[0.9917352,0.00130823,0.001057728,0.001176799,0.004029138,0.0006928836],"domain_scores_gemma":[0.9382252,0.01034392,0.00447938,0.002238621,0.03705262,0.007660261],"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":[0.00002015193,0.000007944446,0.00002379733,0.0002244558,0.000004654279,0.00005268337,0.00001524879,0.0000177004,0.00004089305,0.0002864223,0.9872427,0.01206335],"study_design_scores_gemma":[0.00002285779,0.00002137678,0.0001085305,0.0005126316,0.00001068863,0.0002015437,0.00004165769,0.00004891093,0.0000792387,0.001003298,0.9979345,0.00001492078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006405297,0.004050177,0.0003678366,0.02467545,0.9611788,0.00008296061,0.0003169227,0.0002917909,0.008972039],"genre_scores_gemma":[0.001022513,0.006031888,0.0005957002,0.02177674,0.9309332,0.0001272153,0.0006198731,0.000278433,0.0386145],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1965719,"threshold_uncertainty_score":0.6575986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03870193192773107,"score_gpt":0.3490723845441631,"score_spread":0.310370452616432,"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."}}