{"id":"W2898802359","doi":"10.1111/ctr.13437","title":"Echinocandin use in lung transplant recipients","year":2018,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Echinocandin; Medicine; Micafungin; Echinocandins; Anidulafungin; Adverse effect; Tolerability; Internal medicine; Caspofungin; Voriconazole; Fluconazole; Antifungal","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":[0.0006643903,0.0001140315,0.0002938118,0.00008437291,0.00005497304,0.00001449596,0.00006097794,0.0001689402,0.0001514863],"category_scores_gemma":[0.0001378108,0.00009595895,0.0001302312,0.0002076207,0.0002028689,0.0001680283,0.000002657764,0.000272496,0.00008192851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004155618,"about_ca_system_score_gemma":0.0000649155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007184974,"about_ca_topic_score_gemma":0.001045987,"domain_scores_codex":[0.9984619,0.0001264091,0.0006237378,0.0003580136,0.0002080182,0.0002219438],"domain_scores_gemma":[0.9991822,0.0003375428,0.00005450605,0.0002203712,0.0000684671,0.0001368991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002955762,0.0002380446,0.9931254,0.00008383927,0.00001891042,0.0001119827,0.0003689965,5.020109e-7,0.0007631779,0.000132068,0.0001220837,0.002079282],"study_design_scores_gemma":[0.002435818,0.0003627849,0.9950032,0.000368213,0.00009913361,0.0000163504,0.00001738978,0.0004142448,0.0009166817,0.000111056,0.0001515653,0.0001036216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926853,0.00002802912,0.004617292,0.0001493234,0.0003663086,0.000309607,0.00003721162,0.00004541384,0.001761564],"genre_scores_gemma":[0.9970624,0.0007122296,0.001033634,0.00047163,0.0002002139,0.000005942033,0.0001229184,0.00001244552,0.0003785983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004377137,"threshold_uncertainty_score":0.3913093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09470154150757883,"score_gpt":0.410267969474692,"score_spread":0.3155664279671132,"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."}}