{"id":"W4292358477","doi":"10.1007/s12630-022-02312-2","title":"Eponyms in anesthesiology","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Anesthesiology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00301863,0.0002388569,0.0007299405,0.0009800632,0.0005728689,0.00006314038,0.000721128,0.000153898,0.003837239],"category_scores_gemma":[0.0004654996,0.0001705747,0.0002819407,0.0009582078,0.0004070735,0.0001575309,0.00001927433,0.001634547,0.00001333992],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009735879,"about_ca_system_score_gemma":0.005808503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006600668,"about_ca_topic_score_gemma":0.005960205,"domain_scores_codex":[0.9966901,0.0003837552,0.000966336,0.000248463,0.0006992266,0.001012108],"domain_scores_gemma":[0.9958986,0.0001284894,0.0004845276,0.0001744921,0.0002313538,0.003082536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002047752,0.00007923703,0.1505343,0.00001201297,0.00002352812,0.838868,0.0004235968,0.0001316946,0.00007868478,0.0004515769,0.002840386,0.006352235],"study_design_scores_gemma":[0.0008877339,0.00308155,0.1285956,0.00005358197,0.0000332122,0.8241376,0.0009375597,0.00002178997,0.00001167372,0.001196573,0.04086598,0.0001771738],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761735,0.001344219,0.000002198066,0.02093729,0.0003461807,0.0001442883,0.000002200722,0.000005885742,0.001044241],"genre_scores_gemma":[0.9975738,0.00004279059,0.0002263415,0.001079033,0.0004816503,0.000005199436,0.000004059153,0.00001786515,0.0005692692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03802559,"threshold_uncertainty_score":0.9998276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965995744838645,"score_gpt":0.2358892221781018,"score_spread":0.2162292647297153,"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."}}