{"id":"W4391269567","doi":"10.1016/j.idc.2023.11.003","title":"Infections in Heart and Lung Transplant Recipients","year":2024,"lang":"en","type":"article","venue":"Infectious Disease Clinics of North America","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"Merck Canada; Astellas Pharma Canada","keywords":"Medicine; Intensive care medicine; Epidemiology; Lung; Heart-Lung Transplantation; Intensive care unit; Lung transplantation; Lung infection; Heart transplantation; Internal medicine; Transplantation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001358424,0.0001359675,0.0003273451,0.0002732053,0.00004304407,0.00001651166,0.00002977193,0.00004218836,0.00004305021],"category_scores_gemma":[0.0001134223,0.0001220756,0.000158391,0.000485142,0.0001206507,0.00009354432,0.000009321695,0.0002319371,0.00001216452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003120183,"about_ca_system_score_gemma":0.0001701723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001426934,"about_ca_topic_score_gemma":0.0001872323,"domain_scores_codex":[0.9989153,0.00007275191,0.0004099013,0.0002765075,0.0001518385,0.0001736773],"domain_scores_gemma":[0.9990251,0.0004734141,0.00004575314,0.0001719233,0.00004495402,0.0002388234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001314468,0.0002738574,0.977376,0.0003929551,0.00008115693,0.00008756186,0.0002328188,0.00006817736,0.0000105877,0.00003361052,0.00008702686,0.02122477],"study_design_scores_gemma":[0.0007317659,0.0002604412,0.9929769,0.0003548013,0.0003464778,0.00004867619,0.000007351174,0.001121074,0.000003828388,0.0001391355,0.003892431,0.0001170899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948829,0.001508464,0.001792307,0.0004787535,0.0004764693,0.0003048793,0.0001410788,0.0001200165,0.000295147],"genre_scores_gemma":[0.9964816,0.002337163,0.0005588323,0.0003833601,0.00007018762,0.00003070371,0.0000691213,0.00002081945,0.0000482432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02110768,"threshold_uncertainty_score":0.4978099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165556586927126,"score_gpt":0.3472077636877777,"score_spread":0.3306521049950651,"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."}}