{"id":"W2532083339","doi":"10.1097/aap.0000000000000499","title":"Education in Ultrasound-Guided Regional Anesthesia","year":2016,"lang":"en","type":"letter","venue":"Regional Anesthesia & Pain Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Regional anesthesia; Anesthesia; Ultrasound; Pain medicine; Anesthesiology; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005925003,0.0005952782,0.0008456607,0.0005593869,0.008181725,0.004609132,0.00176798,0.09696436,0.01374525],"category_scores_gemma":[0.03893159,0.0008305055,0.0009982121,0.0004499768,0.004719249,0.005251775,0.004118143,0.06466343,0.004361852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008343248,"about_ca_system_score_gemma":0.01562207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01418899,"about_ca_topic_score_gemma":0.02935083,"domain_scores_codex":[0.9940761,0.002051637,0.0006380566,0.0005002841,0.001371296,0.00136259],"domain_scores_gemma":[0.9798818,0.01028967,0.001741738,0.0003741322,0.002028211,0.005684508],"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":[0.0000676018,0.0002000726,0.002428142,0.0001664273,0.00001616659,0.008437241,0.001018819,0.0002216125,0.000588988,0.01008435,0.9579582,0.01881236],"study_design_scores_gemma":[0.000245586,0.0002621031,0.004270201,0.001785657,0.00004679564,0.01029276,0.00249784,0.00136692,0.000522855,0.01844081,0.9601753,0.00009329635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005570693,0.0004975984,0.00006243805,0.9907002,0.004577636,0.000005755374,0.000005806463,0.000007764233,0.003585714],"genre_scores_gemma":[0.00874327,0.00102775,0.0001583185,0.96459,0.01750616,0.00002110239,0.000008004745,0.00001361766,0.007931868],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09696436,"threshold_uncertainty_score":0.06053478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02986183061110392,"score_gpt":0.2851622222176792,"score_spread":0.2553003916065752,"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."}}