{"id":"W2003936968","doi":"10.1002/lt.20154","title":"Immunoglobulin-G subclass antidonor reactivity in transplant recipients","year":2004,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Dalhousie University","funders":"","keywords":"Medicine; Transplantation; Subclass; Immunology; Kidney transplantation; Antibody; Kidney; Liver transplantation; Organ transplantation; Immunoglobulin G; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001143407,0.0002279492,0.0003148856,0.0002200054,0.00006833667,0.00001997042,0.0000724735,0.0001268833,0.00005892811],"category_scores_gemma":[0.00000312927,0.0002027869,0.000140201,0.0002975556,0.00004227557,0.000296078,0.000002160187,0.0002121198,0.0001173747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001757495,"about_ca_system_score_gemma":0.00008248708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009318584,"about_ca_topic_score_gemma":0.0003916808,"domain_scores_codex":[0.9986029,0.0000444478,0.0003709759,0.0003531572,0.0003227016,0.0003058175],"domain_scores_gemma":[0.9995341,0.00005574701,0.00006984922,0.0001841007,0.00004053952,0.0001156528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006741802,0.00200211,0.9295292,0.001254055,0.0002806917,0.009197732,0.007635624,0.0006834837,0.03543992,0.001534765,0.000003088755,0.005697521],"study_design_scores_gemma":[0.0104558,0.0002649942,0.9543957,0.001063119,0.0002853431,0.0008279492,0.00003125104,0.00003397928,0.03223563,0.0001621574,0.00004149737,0.0002025808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917904,0.0001395613,0.004412614,0.0002604217,0.0002006439,0.0005369046,0.0001228889,0.00008137762,0.002455167],"genre_scores_gemma":[0.9924241,0.004621586,0.001874928,0.0001730079,0.00003412643,0.000031462,0.0006853553,0.00002468541,0.0001307647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0248665,"threshold_uncertainty_score":0.826941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843745590053114,"score_gpt":0.2706117065484345,"score_spread":0.2521742506479034,"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."}}