{"id":"W4384401303","doi":"10.1177/09636897231182480","title":"Microbiological and Clinical Outcomes of Methicillin-Susceptible <i>Staphylococcus aureus</i> Isolated in Lung Transplant Perioperative Donor and Recipient Respiratory Cultures","year":2023,"lang":"en","type":"article","venue":"Cell Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Bronchoalveolar lavage; Lung transplantation; Pneumonia; Perioperative; Transplantation; Bacteremia; Lung; Staphylococcus aureus; Internal medicine; Surgery; Staphylococcus epidermidis; Antibiotics; Microbiology","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":[0.0009341059,0.0002560698,0.0006735275,0.0002467227,0.00008842401,0.00001864548,0.00006913835,0.0003143723,0.00002495446],"category_scores_gemma":[0.0000299005,0.0001863462,0.0001403872,0.0003434121,0.0002304201,0.0001003652,0.00000620079,0.0004021582,0.000004139947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002050982,"about_ca_system_score_gemma":0.0000607889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006978111,"about_ca_topic_score_gemma":0.0002476187,"domain_scores_codex":[0.9979017,0.0003803236,0.000802415,0.0004696683,0.0001718495,0.0002740464],"domain_scores_gemma":[0.9987932,0.0007312882,0.0001195735,0.0001437407,0.00007739231,0.000134741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009236427,0.0001055892,0.7026492,0.0006796596,0.00008399294,0.0001142899,0.005535485,0.00003113032,0.2892581,0.00008262846,0.00002608441,0.0005102128],"study_design_scores_gemma":[0.004750922,0.0006091409,0.9548813,0.000257647,0.0004076477,0.00001630956,0.000711201,0.0001834561,0.03775971,0.00002777083,0.0001623671,0.0002325563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957312,0.0007095493,0.001837662,0.0003670179,0.0001612585,0.0006781055,0.0001967233,0.00007716845,0.0002412777],"genre_scores_gemma":[0.9859484,0.009843494,0.003232832,0.0004817509,0.00003517831,0.00002691178,0.0002656042,0.00002138099,0.0001443812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.252232,"threshold_uncertainty_score":0.7598976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04073074158532856,"score_gpt":0.3617545495860228,"score_spread":0.3210238080006942,"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."}}