{"id":"W3033298178","doi":"10.1161/circheartfailure.119.006552","title":"Immunity and Stress Responses Are Induced During Ex Situ Heart Perfusion","year":2020,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vanguard College; Canadian Armed Forces; Saint John Regional Hospital; Medicine Hat College; University of Alberta; University of New Brunswick","funders":"Canadian Institutes of Health Research","keywords":"In situ; Ex vivo; Immunity; Perfusion; Cardiology; Internal medicine; Medicine; Chemistry; Immunology; Immune system; In vitro; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001514972,0.0001329551,0.0002771807,0.00008035071,0.0002025267,0.00003385708,0.00003196367,0.0001183334,0.0001124831],"category_scores_gemma":[0.0001913305,0.0001243867,0.00007159042,0.000194286,0.0000305668,0.0001423082,0.00002211108,0.0002561407,0.00002242609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002361243,"about_ca_system_score_gemma":0.00004493787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003277605,"about_ca_topic_score_gemma":0.00001895459,"domain_scores_codex":[0.9989716,0.0001899529,0.0002206725,0.0002462903,0.0002169243,0.0001545455],"domain_scores_gemma":[0.9993499,0.0001404051,0.00005246842,0.0001829578,0.00008450286,0.0001897659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001737366,0.00001711767,0.5714494,0.000198407,0.00000997001,0.00001112062,0.001104256,0.00001511827,0.4267517,0.00001636564,0.00006394315,0.0001888842],"study_design_scores_gemma":[0.001102741,0.00005987423,0.9659866,0.0001654944,0.00004717649,0.00008762303,0.0008890988,0.0001430903,0.03016739,0.00001162384,0.001215633,0.0001236308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783256,0.0001539961,0.0002090317,0.02078406,0.00005542041,0.0003012957,0.00002065347,0.0001084856,0.00004148365],"genre_scores_gemma":[0.9947985,0.00001414713,0.003922123,0.0009773163,0.0001714135,0.00000538024,0.00004660966,0.00001893734,0.00004552967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3965843,"threshold_uncertainty_score":0.5072342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05096316553329317,"score_gpt":0.3158171371497629,"score_spread":0.2648539716164697,"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."}}