{"id":"W3196698563","doi":"10.2147/trrm.s328467","title":"Changes in the Composition and Function of the Human Salivary Microbiome After Heart Transplantation: A Pilot Study","year":2021,"lang":"en","type":"article","venue":"Transplant Research and Risk Management","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Alberta Children's Hospital; University of Calgary","funders":"Alberta Children's Hospital Foundation; Children's Hospital Foundation; University of Calgary","keywords":"Microbiome; Immunosuppression; Saliva; Heart transplantation; Immune system; Transplantation; Immunology; Biology; Human microbiome; Medicine; Physiology; Internal medicine; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006712266,0.0003759302,0.0003618868,0.0005300018,0.0007400823,0.0005558751,0.0002257971,0.0004958239,0.001580094],"category_scores_gemma":[0.001005605,0.000211676,0.0003968685,0.0002922364,0.0005090172,0.0003838814,0.0006010082,0.0004488392,0.0003484189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003055271,"about_ca_system_score_gemma":0.0003923654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001509294,"about_ca_topic_score_gemma":0.001094104,"domain_scores_codex":[0.9996307,0.0001087543,0.00002412372,0.0001020484,0.00006815613,0.0000662592],"domain_scores_gemma":[0.9993995,0.000133241,0.0001186388,0.00006771398,0.00009441192,0.000186484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002202328,0.002731537,0.9681728,0.00007929632,0.00008564651,0.001140709,0.002514646,0.00004494574,0.01414229,0.00003617076,0.0001762381,0.00867334],"study_design_scores_gemma":[0.00006554393,0.008256302,0.9863467,0.000008136675,0.00006253154,0.00196311,0.001298682,0.0001059478,0.001398575,0.00002078807,0.0004635652,0.00001018306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997334,0.00004774905,0.00006092375,0.000006137766,0.000002092191,0.00002653368,0.00004219087,0.000001448282,0.00007944909],"genre_scores_gemma":[0.9993736,0.00007317857,0.0001664297,0.00002470534,0.00001437947,0.00003912162,0.0001179725,0.000001870661,0.0001887184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001580094,"threshold_uncertainty_score":0.005285919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08874481142212554,"score_gpt":0.4125734581339032,"score_spread":0.3238286467117776,"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."}}