{"id":"W2043259914","doi":"10.1016/j.healun.2012.01.257","title":"250 The Likelihood of Acute Cardiac Rejection Can Be Predicted at Transplantation","year":2012,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Prevention of Organ Failure; University of British Columbia","funders":"","keywords":"Medicine; Transplantation; Intensive care medicine; Internal medicine; Cardiology","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":[0.002878404,0.0006345226,0.0007209126,0.001799157,0.0004290994,0.002060873,0.0006455674,0.00123092,0.003165687],"category_scores_gemma":[0.01207478,0.0003309806,0.000810331,0.0009321541,0.0006149609,0.001293897,0.000761983,0.001245512,0.001359348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004439305,"about_ca_system_score_gemma":0.0003194276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005657592,"about_ca_topic_score_gemma":0.0007241785,"domain_scores_codex":[0.9977851,0.001072027,0.0001812889,0.0002081163,0.0005027506,0.0002506728],"domain_scores_gemma":[0.9915693,0.004778766,0.001921488,0.0003999951,0.0004972316,0.000833115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005527348,0.0001094308,0.9942263,0.00001027532,0.00005699459,0.000115136,0.00002205662,0.0002029394,0.0002070533,0.000100106,0.0001972514,0.004199854],"study_design_scores_gemma":[0.00007572793,0.001152754,0.9860006,0.00005270487,0.0002716151,0.001950396,0.0002543121,0.005562356,0.001406335,0.001777787,0.001446187,0.00004909909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884816,0.001394327,0.001830206,0.0004165971,0.0001367379,0.00003763535,0.0005787172,0.00003021865,0.00709398],"genre_scores_gemma":[0.9982088,0.0002036305,0.0004204702,0.00009265719,0.0001525344,0.00001791578,0.0003348582,0.000004955684,0.000564178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003165687,"threshold_uncertainty_score":0.01522261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494362928940867,"score_gpt":0.2969960167807646,"score_spread":0.282052387491356,"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."}}