{"id":"W2095733508","doi":"10.1186/1749-8090-6-2","title":"Early innate immune events induced by prolonged cold ischemia exacerbate allograft vasculopathy","year":2011,"lang":"en","type":"article","venue":"Journal of Cardiothoracic Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Ischemia; Innate immune system; Medicine; Cardiology; Internal medicine; Immune system; Immunology","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":[0.002877909,0.0002685182,0.001238795,0.0003581394,0.0000695366,0.00002135634,0.0001472678,0.0002269393,0.000080281],"category_scores_gemma":[0.0002878015,0.0002112243,0.00101796,0.0003819909,0.00004855024,0.0003365925,0.00002130406,0.000627376,0.00001259686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007629545,"about_ca_system_score_gemma":0.0002690065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003620926,"about_ca_topic_score_gemma":5.79183e-7,"domain_scores_codex":[0.9971863,0.0004118438,0.001087486,0.0002148834,0.0007171123,0.0003823872],"domain_scores_gemma":[0.9979767,0.0003683184,0.0006731319,0.0002780715,0.0004030694,0.0003007744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00307551,0.0003189812,0.5709711,0.0003620279,0.002316393,0.001293573,0.002033447,0.000001125035,0.3885556,0.000009143064,0.001512724,0.02955035],"study_design_scores_gemma":[0.001621696,0.0003322145,0.7699072,0.0005711764,0.0009731912,0.0009102158,0.0001199216,0.000001692694,0.2214493,0.00004211782,0.003739212,0.0003319845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993484,0.002994069,0.001334786,0.0002188158,0.001018857,0.0002372897,0.000009330183,0.00003908174,0.0006638317],"genre_scores_gemma":[0.9930692,0.0008620996,0.005184049,0.0002065379,0.000321933,0.0000108618,0.000006021848,0.00005427162,0.0002850255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1989361,"threshold_uncertainty_score":0.8613479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04553076023594285,"score_gpt":0.296744570769144,"score_spread":0.2512138105332011,"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."}}