{"id":"W4362587634","doi":"10.3389/ti.2023.11166","title":"Assessment of Acute Rejection in a Lung Transplant Recipient Using a Sentinel Skin Flap","year":2023,"lang":"en","type":"article","venue":"Transplant International","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Muscular Dystrophy Canada; University Health Network","funders":"","keywords":"Medicine; Graft rejection; Lung; Intensive care medicine; Surgery; Dermatology; Internal medicine; General surgery; Transplantation","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":[0.00188366,0.0006100996,0.001152624,0.001318581,0.0008463653,0.002214484,0.001088124,0.006056021,0.001869157],"category_scores_gemma":[0.01384451,0.0004796972,0.0008486467,0.0006416586,0.001041189,0.001868071,0.0005531426,0.006010845,0.0012737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214008,"about_ca_system_score_gemma":0.0007668578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132508,"about_ca_topic_score_gemma":0.001398855,"domain_scores_codex":[0.9986624,0.000433293,0.0003426669,0.000164152,0.0002365379,0.0001610388],"domain_scores_gemma":[0.9940484,0.003499238,0.0005708466,0.0001471351,0.0009162148,0.0008182008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0008900494,0.0002664153,0.09023744,0.0005749161,0.0001762522,0.6426632,0.0007842188,0.0007807646,0.002633895,0.001159309,0.2015453,0.05828832],"study_design_scores_gemma":[0.0002948445,0.001054394,0.04176587,0.001991276,0.0003155991,0.8583125,0.002131878,0.005126481,0.002526986,0.00496322,0.08134975,0.000167158],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1577799,0.03182998,0.005097199,0.7451212,0.04548588,0.0002021478,0.0003505127,0.0003395852,0.01379356],"genre_scores_gemma":[0.6305948,0.01849039,0.004123213,0.2120997,0.1310759,0.0001105939,0.000220698,0.0001071537,0.00317738],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006056021,"threshold_uncertainty_score":0.009961843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04031722643828832,"score_gpt":0.3920884384533819,"score_spread":0.3517712120150936,"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."}}