{"id":"W4309162409","doi":"10.1111/petr.14398","title":"Clinical approach to antibody‐mediated rejection from the pediatric heart transplant society","year":2022,"lang":"en","type":"review","venue":"Pediatric Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Therapeutic modalities; Intensive care medicine; Clinical Practice; Modalities; Heart transplantation; Transplantation; Treatment modality; Family medicine; Physical therapy; Surgery","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":[0.002119677,0.0009194025,0.002566792,0.0003987054,0.0005450876,0.00008900531,0.0005276201,0.0007950779,0.0002565814],"category_scores_gemma":[0.0001050818,0.0006538199,0.002381038,0.00229795,0.0000649026,0.0001710655,0.00002810834,0.002109128,0.0001711686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001832393,"about_ca_system_score_gemma":0.0009063637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002584099,"about_ca_topic_score_gemma":0.00001171381,"domain_scores_codex":[0.9928946,0.001444558,0.002275759,0.001444171,0.001236457,0.0007043957],"domain_scores_gemma":[0.9930888,0.005001325,0.0006009951,0.0007732847,0.00008649997,0.0004490697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002225427,0.003551018,0.4568175,0.1401957,0.002309405,0.0004362718,0.01212546,0.00009966293,0.00001177386,0.0002108961,0.01324033,0.3687765],"study_design_scores_gemma":[0.003535944,0.0005350957,0.1352385,0.001082992,0.05142767,0.0007602905,0.0001273645,0.00006169541,7.923023e-7,0.00002435642,0.8057305,0.001474815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00182406,0.9584664,0.02912517,0.0002019217,0.00226462,0.003851881,0.003430731,0.0004297547,0.0004054987],"genre_scores_gemma":[0.0001182512,0.9587162,0.01828474,0.0008425048,0.004829838,0.000517305,0.01642152,0.0001777687,0.00009191577],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7924902,"threshold_uncertainty_score":0.9995913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148598797059839,"score_gpt":0.4197144936931601,"score_spread":0.3048546139871763,"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."}}