{"id":"W2966886558","doi":"10.1177/1089253219868918","title":"Recommendations From the Society for the Advancement of Transplant Anesthesiology: Liver Transplant Anesthesiology Fellowship Core Competencies and Milestones","year":2019,"lang":"en","type":"article","venue":"Seminars in Cardiothoracic and Vascular Anesthesia","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Anesthesiology; Medicine; Accreditation; Graduate medical education; Liver transplantation; Intensive care medicine; Transplantation; Medical education; Anesthesia; Surgery","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":[0.0246969,0.001270312,0.00118688,0.004305439,0.003192518,0.004149094,0.004501721,0.01580411,0.01618735],"category_scores_gemma":[0.07608707,0.0008605386,0.003270227,0.003332539,0.001936486,0.003369942,0.004212569,0.01934159,0.01170278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006689406,"about_ca_system_score_gemma":0.08199805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03327206,"about_ca_topic_score_gemma":0.06041838,"domain_scores_codex":[0.9785301,0.00582312,0.00369224,0.000829148,0.008478176,0.002647139],"domain_scores_gemma":[0.8675362,0.01579127,0.00512409,0.00155661,0.08381688,0.02617488],"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":[0.00002939121,0.0002026035,0.00183748,0.0002922578,0.00001830366,0.00008819066,0.0001626314,0.0001980741,0.000170238,0.002525923,0.9535094,0.04096553],"study_design_scores_gemma":[0.0002319877,0.0001251378,0.0110893,0.003605968,0.00007457124,0.0002059339,0.001288031,0.000409764,0.0003081147,0.005140057,0.9774146,0.0001066518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001746064,0.005410247,0.004061085,0.9090889,0.03813705,0.001241149,0.001956105,0.0003338486,0.03802561],"genre_scores_gemma":[0.02385724,0.03005477,0.08747184,0.7186189,0.02344156,0.006207386,0.01063863,0.0004205212,0.0992891],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03327206,"threshold_uncertainty_score":0.1306112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416030146408444,"score_gpt":0.2820626219632369,"score_spread":0.2579023204991525,"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."}}