{"id":"W3024701228","doi":"10.1097/tp.0000000000003307","title":"Recent Trends of Infectious Complications Following Heart Transplantation","year":2020,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research; University Health Network","funders":"","keywords":"Medicine; Immunosuppression; Transplantation; Heart transplantation; Internal medicine; Lung transplantation; Nocardia; Aspergillosis; Immunology; Biology","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":[0.0001450582,0.0001724538,0.0003637187,0.0001785928,0.00008810391,0.00001214778,0.00006242465,0.00009283298,0.0001397186],"category_scores_gemma":[0.00001513627,0.0001665049,0.0002166987,0.0006066326,0.00003581775,0.0001655279,0.000001626403,0.000151606,0.00002357582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000295033,"about_ca_system_score_gemma":0.00005681343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004815736,"about_ca_topic_score_gemma":0.00003701132,"domain_scores_codex":[0.998646,0.00009082092,0.0004917894,0.0002770108,0.0003125662,0.0001818622],"domain_scores_gemma":[0.9993635,0.0001446512,0.0001005774,0.0001414699,0.00008648992,0.0001632778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003789307,0.0005882226,0.4233899,0.003854923,0.0006300443,0.0002096306,0.03307313,0.001017776,0.3936373,0.003734426,0.0003759438,0.1356994],"study_design_scores_gemma":[0.006283892,0.0005127962,0.9410609,0.0002117547,0.001278452,0.0002506996,0.0001529446,0.000520773,0.04690372,0.0001085601,0.002446807,0.000268715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8703878,0.0003098291,0.1113109,0.009338804,0.0002363863,0.0004837237,0.0001872482,0.0002917706,0.007453524],"genre_scores_gemma":[0.9832163,0.002056961,0.01230866,0.001351065,0.00006930814,0.00002794923,0.0009085605,0.00002731521,0.00003381625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.517671,"threshold_uncertainty_score":0.6789871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05106908777188007,"score_gpt":0.3472410108802588,"score_spread":0.2961719231083787,"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."}}