{"id":"W3209563740","doi":"10.3390/v13112146","title":"Respiratory Viruses in Solid Organ Transplant Recipients","year":2021,"lang":"en","type":"review","venue":"Viruses","topic":"Respiratory viral infections research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Immunology; Population; Respiratory system; Transplantation; Immunogenicity; Intensive care medicine; Virology; Internal medicine; Immune system","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007391398,0.0006513764,0.002803311,0.001490195,0.0001228028,0.0001005875,0.0003657473,0.0007031801,0.001313489],"category_scores_gemma":[0.0006772697,0.0005323916,0.0005765132,0.001999919,0.0001875767,0.000218412,0.0001444433,0.001531314,0.001444232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006011558,"about_ca_system_score_gemma":0.001939412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001284477,"about_ca_topic_score_gemma":0.0001519364,"domain_scores_codex":[0.9954147,0.0008200496,0.001393619,0.0009205412,0.0007409575,0.0007100895],"domain_scores_gemma":[0.9977474,0.0003557707,0.0002506446,0.00113796,0.0001787029,0.0003295249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007359608,0.0008033984,0.005783095,0.01118566,0.0005227751,0.002566985,0.00008959016,0.000001044607,0.0004020354,0.0001050021,0.004085744,0.9743811],"study_design_scores_gemma":[0.0005765698,0.0003180737,0.0001932481,0.03197998,0.0004415893,0.0001265524,0.00001058276,3.142497e-7,0.0006317719,0.000003180701,0.9652852,0.0004329114],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00176627,0.9945741,0.000006944017,0.000007133895,0.0004701296,0.001280577,0.0001435142,0.0001395452,0.001611778],"genre_scores_gemma":[0.00004925255,0.9967244,0.00003920142,0.00175761,0.000480618,0.0003493634,0.00005239986,0.0001891878,0.0003579687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9739482,"threshold_uncertainty_score":0.9997128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2734691920198665,"score_gpt":0.4895760371614394,"score_spread":0.2161068451415729,"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."}}