{"id":"W1989361452","doi":"10.1097/00007890-200407271-02041","title":"SIMULATING ACUTE REJECTION IN ARTIFICIAL LIFE USING A COMPUTER PROGRAM","year":2004,"lang":"en","type":"article","venue":"Transplantation","topic":"Xenotransplantation and immune response","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Phenomenon; Mediator; Lymphokine; Host (biology); Computer science; Pathological; Inflammation; Relation (database); Immunology; Biology; Physics; Immune system; Medicine; Cell biology; Pathology; Database; Genetics","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":[0.0005465259,0.0006329544,0.0004848537,0.0003882541,0.0003927003,0.000727444,0.0008701066,0.0007933056,0.004434325],"category_scores_gemma":[0.001597064,0.0002507513,0.0005863075,0.0003497696,0.000657154,0.0004684133,0.0006948672,0.0005912004,0.0002829698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005786036,"about_ca_system_score_gemma":0.0007297964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004719968,"about_ca_topic_score_gemma":0.001886721,"domain_scores_codex":[0.9997663,0.0001079284,0.00001435985,0.00003600616,0.00004788547,0.00002755686],"domain_scores_gemma":[0.9988192,0.0009190585,0.00005760057,0.00005745989,0.00009897871,0.00004775396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002103217,0.0001260864,0.002298425,0.00008909979,0.00003264341,0.0001170231,0.0001523612,0.9797634,0.003991364,0.00581471,0.0003416214,0.007062936],"study_design_scores_gemma":[0.00004619011,0.00007125004,0.000243456,0.000005660887,0.00001006277,0.00002147523,0.00001452009,0.996116,0.001327899,0.001202178,0.0009357883,0.000005487579],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6057069,0.0001860112,0.37172,0.000340367,0.0001195071,0.0003766075,0.0007175482,0.002871273,0.01796175],"genre_scores_gemma":[0.8530164,0.0001753751,0.1426498,0.00007488595,0.00001438318,0.0006018791,0.000436302,0.0001156926,0.002915317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004719968,"threshold_uncertainty_score":0.01483428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03927449913349185,"score_gpt":0.3436407744071107,"score_spread":0.3043662752736189,"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."}}