{"id":"W2984042473","doi":"10.1111/petr.13609","title":"Variability of <i>Pneumocystis jirovecii</i> prophylaxis use among pediatric solid organ transplant providers","year":2019,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Incidence (geometry); Pneumonia; Renal transplant; Pediatrics; Internal medicine; Surgery; Intensive care medicine; Transplantation","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"],"consensus_categories":[],"category_scores_codex":[0.0003506484,0.0004415517,0.0007052656,0.0004876193,0.00009672076,0.00004592821,0.0001468893,0.0002926785,0.0001621171],"category_scores_gemma":[0.00008072797,0.0003940396,0.0002999327,0.0009234212,0.00006623306,0.000527453,0.00001230958,0.0004006122,0.0001228632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001531171,"about_ca_system_score_gemma":0.0002750368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002358923,"about_ca_topic_score_gemma":0.00004192495,"domain_scores_codex":[0.996832,0.0001818578,0.0009554612,0.0007707618,0.000763372,0.0004966006],"domain_scores_gemma":[0.9980972,0.0004438952,0.0003834242,0.0005489118,0.0002177442,0.0003087852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009169718,0.0006037747,0.9852561,0.002363304,0.00007146007,0.000114801,0.0007534759,0.0001438042,0.009355257,0.0000337062,0.00001599586,0.000371349],"study_design_scores_gemma":[0.00408962,0.001260503,0.9847876,0.00004949429,0.001793816,0.0002015644,0.00002112182,0.0002450199,0.007111317,0.00003905768,0.00002683409,0.0003740777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994399,0.0000825096,0.00194613,0.00008470766,0.0005564603,0.001992119,0.000295933,0.0002343877,0.0004087946],"genre_scores_gemma":[0.9959616,0.00251222,0.0005029651,0.00006164089,0.0002628649,0.00008919976,0.0002346578,0.00006803917,0.0003068344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003172649,"threshold_uncertainty_score":0.9998512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007619547188149516,"score_gpt":0.2232009187331014,"score_spread":0.2155813715449519,"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."}}