{"id":"W3121058371","doi":"10.1111/anae.15321","title":"Advancing towards the next frontier in regional anaesthesia","year":2021,"lang":"en","type":"editorial","venue":"Anaesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Fisher and Paykel Healthcare; U.S. Department of Veterans Affairs","keywords":"Medicine; Regional anaesthesia; General anaesthesia; Anesthesia; Frontier; Law","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"],"consensus_categories":[],"category_scores_codex":[0.001448814,0.0006790964,0.001198258,0.0003457745,0.0001762142,0.0001414235,0.0006304333,0.0009341901,0.0002228264],"category_scores_gemma":[0.0003875937,0.0005021355,0.0005039527,0.0006640335,0.0002011795,0.000168681,0.00008952011,0.001600203,0.0001359512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004247157,"about_ca_system_score_gemma":0.001369306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009283433,"about_ca_topic_score_gemma":0.0003681517,"domain_scores_codex":[0.9954556,0.0004309924,0.0007441559,0.0009427828,0.001572632,0.0008538157],"domain_scores_gemma":[0.9975892,0.000228883,0.0003098654,0.001380207,0.0002616317,0.0002301775],"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":[0.0001445919,0.0001460073,0.003825021,0.0001923986,0.0001144453,0.002685798,0.0003230294,0.00001233046,0.000002482688,0.0002682237,0.9543648,0.0379209],"study_design_scores_gemma":[0.0008786966,0.0003015414,0.01134798,0.0008406937,0.0003118976,0.00003920747,0.0007068025,0.0001052248,0.000003734108,0.0002043877,0.9847568,0.0005030746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.03410968,0.0944486,0.0007275132,0.1485811,0.6929003,0.007625244,0.00001812673,0.000933553,0.02065584],"genre_scores_gemma":[0.005932946,0.02572641,0.003390932,0.01838586,0.9260434,0.0004165313,0.001228813,0.0004247267,0.0184504],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2331431,"threshold_uncertainty_score":0.999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163174348618364,"score_gpt":0.2708775242513989,"score_spread":0.2492457807652153,"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."}}