{"id":"W2772084796","doi":"10.1016/j.jacc.2017.10.012","title":"Immunological Serum Protein Profiles for Noninvasive Detection of Acute Cellular Rejection After Heart Transplantation","year":2017,"lang":"en","type":"letter","venue":"Journal of the American College of Cardiology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Prevention of Organ Failure","funders":"Skånes universitetssjukhus; Vetenskapsrådet; Hjärt-Lungfonden","keywords":"Medicine; Endomyocardial biopsy; Heart transplantation; Transplantation; Graft rejection; Biopsy; Organ transplantation; Immunology; Cardiology; Pathology; Internal medicine","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":[0.001484445,0.0004539822,0.0008661548,0.0007834,0.0005113422,0.001541511,0.0005794722,0.003685567,0.001061023],"category_scores_gemma":[0.01005821,0.000178083,0.0003849649,0.0003562178,0.0008333395,0.0008853797,0.0003423049,0.004646931,0.001311042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006827628,"about_ca_system_score_gemma":0.0005643823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003572108,"about_ca_topic_score_gemma":0.00068071,"domain_scores_codex":[0.9985404,0.0005864486,0.0002448327,0.00008612249,0.000387953,0.0001542121],"domain_scores_gemma":[0.9961165,0.002350162,0.0002328991,0.0001477557,0.0008119824,0.000340669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001820267,0.00133516,0.372295,0.0004006986,0.000177488,0.0772166,0.0007030695,0.0004498885,0.007940811,0.003543419,0.2836448,0.2504728],"study_design_scores_gemma":[0.001401238,0.004006575,0.3201416,0.002368238,0.0006536374,0.2944787,0.004307721,0.01729654,0.01873375,0.02971731,0.3065868,0.0003078141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2458065,0.01870459,0.004243527,0.6685441,0.02472817,0.000198522,0.0003457543,0.0002687638,0.03716006],"genre_scores_gemma":[0.7441451,0.006038172,0.00434024,0.1770841,0.05993081,0.0001947154,0.0002747549,0.00006620084,0.007925916],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003685567,"threshold_uncertainty_score":0.007850528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690182690961744,"score_gpt":0.2888360522912307,"score_spread":0.2719342253816133,"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."}}