{"id":"W2802781269","doi":"10.1111/ajt.14876","title":"Pediatric heart transplantation across a positive crossmatch: First year results from the CTOTC-04 multi-institutional study","year":2018,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Immunosuppression; Panel reactive antibody; Clinical endpoint; Incidence (geometry); Donor specific antibodies; Transplantation; Heart transplantation; Internal medicine; Sensitization; Surgery; Gastroenterology; Urology; Immunology; Kidney transplantation; Clinical trial","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":[],"consensus_categories":[],"category_scores_codex":[0.0009235131,0.0002596896,0.0005182145,0.0001291561,0.0004825756,0.00007523699,0.0001969788,0.0000642658,0.00003013153],"category_scores_gemma":[0.00007889208,0.0001707323,0.0002461302,0.0005147068,0.0004201427,0.0003369596,0.000004965205,0.0003692704,0.00003259835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007314089,"about_ca_system_score_gemma":0.0002155872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009859852,"about_ca_topic_score_gemma":0.0009823736,"domain_scores_codex":[0.9974733,0.0003047983,0.0009324667,0.0003054492,0.0006816023,0.0003023852],"domain_scores_gemma":[0.9976547,0.0009765207,0.0005351838,0.000211308,0.0004526345,0.0001696083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02231776,0.0010349,0.846144,0.0001153811,0.0005825578,0.000747351,0.1214812,0.0003064044,0.00217829,0.00004724156,0.0001550335,0.004889871],"study_design_scores_gemma":[0.01024956,0.002275372,0.9780618,0.000188123,0.001157931,0.000786181,0.00546708,0.0000598777,0.00144428,0.00002014954,0.0001003346,0.0001893042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449805,0.00007442348,0.05138355,0.001434501,0.0005017153,0.0004591088,0.001082202,0.00003162195,0.00005236368],"genre_scores_gemma":[0.9688465,0.0007500275,0.02864861,0.0004781332,0.001011949,0.000007749911,0.0002123053,0.00002579748,0.00001894429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1319178,"threshold_uncertainty_score":0.696226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097308612513374,"score_gpt":0.3530662993231217,"score_spread":0.3220932131979879,"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."}}