{"id":"W3094553162","doi":"10.36106/ijsr/0807982","title":"CARDIAC TRANSPLANT -A SINGLE CENTRE RETROSPECTIVE OBSERVATION","year":2020,"lang":"en","type":"article","venue":"INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Hospital","funders":"","keywords":"Medicine; Inotrope; Heart transplantation; Single Center; Transplantation; Intensive care medicine; Heart failure; Preload; Surgery; Anesthesia; Cardiology; 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":[0.00138595,0.00007080549,0.0001453352,0.0002291202,0.00006371884,0.0002969394,0.0006219119,0.00004590791,0.000355758],"category_scores_gemma":[0.0002502202,0.00006432379,0.0001125835,0.0004517364,0.000082659,0.0004100523,0.0000344221,0.00041263,0.0001047132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002264712,"about_ca_system_score_gemma":0.00006716751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001728957,"about_ca_topic_score_gemma":0.000002599133,"domain_scores_codex":[0.9972467,0.00008115861,0.0003678325,0.0001579437,0.001937995,0.0002083872],"domain_scores_gemma":[0.9981533,0.0000844222,0.00006220214,0.00009796658,0.001396304,0.0002058428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001533365,0.0001590567,0.09446296,0.00009537294,0.0006367544,0.0004750943,0.006411867,0.003781454,0.8411075,0.003864017,0.03864453,0.01020802],"study_design_scores_gemma":[0.002083806,0.0005097011,0.1139597,0.0005837601,0.00007530775,0.00008891532,0.002126816,0.07639622,0.417377,0.005948617,0.380063,0.0007872134],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898113,0.0002469521,0.001304771,0.002780153,0.003466497,0.0001066402,0.00005082784,0.00003875011,0.002194112],"genre_scores_gemma":[0.9990206,0.000009700485,0.0003071476,0.00003152349,0.0004854689,8.542852e-7,0.00001245298,0.00001299168,0.0001192836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4237306,"threshold_uncertainty_score":0.38953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1058834595483805,"score_gpt":0.319701274449963,"score_spread":0.2138178149015826,"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."}}