{"id":"W4405173800","doi":"10.1007/s12630-024-02882-3","title":"Editors’ Note: December 2024 Special Issue on anesthesia in Canada—from human resource challenges to a celebration of giants","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Providence Health Care","funders":"University of California, San Francisco; Providence Health Care","keywords":"Resource (disambiguation); Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007195658,0.00271945,0.003253907,0.002146059,0.008306609,0.01315893,0.004526384,0.03875729,0.03044259],"category_scores_gemma":[0.03034138,0.00153233,0.002499709,0.002569262,0.004141175,0.005001921,0.003460951,0.03220725,0.01312781],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01236491,"about_ca_system_score_gemma":0.04405392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1264308,"about_ca_topic_score_gemma":0.3143316,"domain_scores_codex":[0.9900664,0.0004491768,0.000674103,0.0008946141,0.005794784,0.002120793],"domain_scores_gemma":[0.9583998,0.004485576,0.002313131,0.0008536223,0.01974315,0.01420478],"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":[0.00000712453,0.000005123802,0.00004766852,0.0000202551,0.00000288257,0.00002715739,0.00001226927,0.000006079921,0.00001553224,0.0001003312,0.9987612,0.0009944304],"study_design_scores_gemma":[0.00003403675,0.00001270578,0.0008825369,0.0001844644,0.0000152958,0.00008061222,0.0001892833,0.00006756137,0.00005175809,0.0003022697,0.9981451,0.00003430937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001086766,0.001944301,0.00004861436,0.3223829,0.6724713,0.00002265126,0.0001720005,0.00005543337,0.002794101],"genre_scores_gemma":[0.001693277,0.003164352,0.000178619,0.3629356,0.595755,0.00005997973,0.00013586,0.00009560204,0.03598175],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9876351,"threshold_uncertainty_score":0.2513897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458448857962289,"score_gpt":0.2527448887748449,"score_spread":0.238160400195222,"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."}}