{"id":"W4313452588","doi":"10.1097/tp.0000000000004413","title":"Safety of Crossing Donor-specific Antibodies in Lung Transplantation","year":2022,"lang":"en","type":"review","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Lung transplantation; Odds ratio; Confidence interval; Internal medicine; Exact test; Transplantation; Cohort; Antibody; Surgery; Immunology","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":[0.000755808,0.0005397277,0.002159519,0.0008817793,0.0002112439,0.00004503195,0.0001860747,0.0003217928,0.0005249583],"category_scores_gemma":[0.00001126443,0.0004905394,0.0006303912,0.0008407886,0.0001463818,0.0002239621,0.000006352247,0.0006766636,0.000008958389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000232324,"about_ca_system_score_gemma":0.0004030264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001127129,"about_ca_topic_score_gemma":0.00008373131,"domain_scores_codex":[0.9962569,0.0004812235,0.00171713,0.0005979514,0.0005656868,0.000381098],"domain_scores_gemma":[0.9981664,0.000863006,0.0005027225,0.0003279357,0.00004751131,0.00009245528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001422498,0.0001894234,0.002278639,0.1834956,0.0002714652,0.0006890029,0.006200452,0.00005389509,0.00007312675,0.0007551227,0.00001435651,0.8045564],"study_design_scores_gemma":[0.01151206,0.0004112166,0.04038256,0.06867736,0.01202939,0.003140381,0.0004536755,0.00006866878,0.0003443868,0.0001142576,0.861035,0.00183103],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001135831,0.9849899,0.009102609,0.00002565865,0.0004698917,0.001630127,0.0009614549,0.00009406865,0.001590464],"genre_scores_gemma":[0.0004815936,0.9876056,0.005647683,0.00002520565,0.00009476918,0.0001047321,0.005845773,0.00008991352,0.0001046759],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8610207,"threshold_uncertainty_score":0.9997546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08054135347752148,"score_gpt":0.3922862439289134,"score_spread":0.3117448904513919,"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."}}