{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001809501,0.00008727017,0.000154966,0.0006523159,0.0002742433,0.0006154575,0.0003364516,0.0003337815,0.00184284],"category_scores_gemma":[0.009003934,0.0001485841,0.0002430516,0.0008289085,0.0002978287,0.0005364771,0.0005781507,0.0004081793,0.0002882674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005534567,"about_ca_system_score_gemma":0.0006638172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009970326,"about_ca_topic_score_gemma":0.009245426,"domain_scores_codex":[0.9985492,0.0004206819,0.0002614628,0.0002479743,0.0003014586,0.0002193365],"domain_scores_gemma":[0.9905372,0.003387682,0.003915861,0.0002619412,0.0009745396,0.0009228049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002075391,0.0000129473,0.9954977,0.00002499385,0.000014975,0.00005028211,0.0009323071,0.00003261178,0.0000984092,0.00002970263,0.0004101172,0.002875299],"study_design_scores_gemma":[0.000001871275,0.00003841703,0.9970611,0.00004453029,0.000006543691,0.0002215452,0.001863764,0.0001492192,0.00007452445,0.00001061589,0.0005237023,0.000004223454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982178,0.0002477667,0.00007971838,0.0002076868,0.000006054007,0.000007827045,0.0003871483,0.000006133531,0.0008398819],"genre_scores_gemma":[0.999442,0.0001661617,0.00006841363,0.0000559365,0.000005417961,0.000006697721,0.0001958821,0.000002103949,0.00005742722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009970326,"threshold_uncertainty_score":0.01982462,"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."}}