{"id":"W3184711783","doi":"10.1097/tp.0000000000003711","title":"Training Experiences of American Society of Transplant Surgeons Fellows in Deceased Donor Organ Procurement","year":2021,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organ procurement; Curriculum; Medicine; Procurement; Medical education; Organ donation; Competence (human resources); Accreditation; Transplantation; Psychology; Surgery; Pedagogy; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004768273,0.0002019755,0.0002146531,0.0007372037,0.002251285,0.001563937,0.0005004353,0.0007562696,0.003172327],"category_scores_gemma":[0.01314558,0.0002837722,0.0002972262,0.0006300632,0.001020405,0.001955952,0.002740715,0.001115772,0.000418762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037263,"about_ca_system_score_gemma":0.003170628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005908321,"about_ca_topic_score_gemma":0.01361685,"domain_scores_codex":[0.9977438,0.0008987957,0.0001997808,0.0001358262,0.0004638131,0.0005579187],"domain_scores_gemma":[0.9898595,0.001482516,0.001512558,0.0001779548,0.001579058,0.005388351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002545844,0.001004547,0.728891,0.0003329443,0.00005191665,0.002335125,0.1881146,0.0003262409,0.002962427,0.0004986949,0.01244069,0.06278729],"study_design_scores_gemma":[0.00003465489,0.001838779,0.5231317,0.0005210253,0.00003311747,0.006625951,0.4274357,0.0008809163,0.0006528985,0.0004301097,0.0383152,0.000100062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959728,0.0003145349,0.0001832625,0.001114339,0.0001049614,0.0000253178,0.00004290452,0.000007574536,0.002234234],"genre_scores_gemma":[0.9967033,0.0007556677,0.0004245992,0.0008683751,0.00007005256,0.00003248374,0.00009649163,0.000006735312,0.001042094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005908321,"threshold_uncertainty_score":0.02521729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0363370719052749,"score_gpt":0.2919810926932247,"score_spread":0.2556440207879498,"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."}}