{"id":"W2064766974","doi":"10.1016/j.healun.2013.10.012","title":"Primary cardiac graft failure—defining, predicting, preventing","year":2013,"lang":"en","type":"letter","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Primary (astronomy); Intensive care medicine; Cardiology; Internal medicine","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":[0.001229488,0.0002754842,0.0007158511,0.0002027179,0.0001781085,0.00005367669,0.0001129757,0.0003476371,0.00005718532],"category_scores_gemma":[0.00002079025,0.0001732546,0.0002959366,0.00009982334,0.00008064789,0.0002199178,0.000006568905,0.001685491,0.000006864726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003759166,"about_ca_system_score_gemma":0.0001415809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005669713,"about_ca_topic_score_gemma":0.000004059249,"domain_scores_codex":[0.9977956,0.0004389899,0.0007337877,0.0001592885,0.0005884733,0.0002838955],"domain_scores_gemma":[0.9983897,0.0007225779,0.0004683248,0.0001709465,0.000164563,0.00008386745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008072288,0.00005298814,0.1157574,0.009598512,0.001597308,0.0004157341,0.008365322,0.00001622895,0.008196878,0.0000283248,0.8527504,0.002413667],"study_design_scores_gemma":[0.006070926,0.001337177,0.5585294,0.008809617,0.02233782,0.01707579,0.0005502639,0.0001305371,0.002632197,0.0003315633,0.3812354,0.0009593646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3945663,0.01613718,0.004905322,0.5787871,0.002406321,0.001725212,0.0002028672,0.0001075711,0.001162159],"genre_scores_gemma":[0.1395157,0.06151871,0.1121494,0.6465854,0.02639403,0.00008745545,0.003371906,0.0006290263,0.009748396],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.471515,"threshold_uncertainty_score":0.7322713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119923525846146,"score_gpt":0.2725531012537191,"score_spread":0.2613538659952576,"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."}}