{"id":"W2108682019","doi":"10.1161/circulationaha.108.843169","title":"Donor Pretreatment With Hypertonic Saline Attenuates Primary Allograft Dysfunction","year":2009,"lang":"en","type":"article","venue":"Circulation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Preload; Hypertonic saline; Transplantation; Saline; Heart transplantation; Anesthesia; Cardiology; Internal medicine; Hemodynamics","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":[0.0001059296,0.0001172474,0.0001848375,0.00007656099,0.00006097699,0.00001424343,0.00002107308,0.00006047111,0.00004166302],"category_scores_gemma":[0.00001069435,0.00008386692,0.00005690767,0.000149988,0.00001835586,0.0001089932,0.000001604484,0.00006744792,0.00001584954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103917,"about_ca_system_score_gemma":0.00004397433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002146326,"about_ca_topic_score_gemma":0.00000745534,"domain_scores_codex":[0.9992853,0.00003327942,0.0001671256,0.0002003284,0.0001832757,0.0001306548],"domain_scores_gemma":[0.9996044,0.0000432798,0.00005789968,0.0001670882,0.00006558757,0.0000617395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007003195,0.0002438196,0.8812886,0.00009426762,0.0001264403,0.00003878193,0.0004323638,0.0004820007,0.04407631,0.0003890102,0.00005574113,0.07207239],"study_design_scores_gemma":[0.001964061,0.0003057877,0.9946893,0.00007130791,0.0002825189,0.0001062508,0.00001651215,0.0004543983,0.001315723,0.0001928336,0.0005009993,0.0001002628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652581,0.0003706441,0.03072503,0.00169408,0.00008468303,0.0004224122,0.00000316725,0.0001334448,0.001308389],"genre_scores_gemma":[0.9803038,0.00006356446,0.01819275,0.0008104762,0.0001194546,0.00001177698,0.0003539531,0.00001191974,0.0001323102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1134008,"threshold_uncertainty_score":0.3419994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0178430104282267,"score_gpt":0.2694038937316428,"score_spread":0.2515608833034161,"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."}}