{"id":"W3128618565","doi":"10.1111/petr.13980","title":"Solid organ transplant–specific antibiogram in a tertiary pediatric hospital in Canada","year":2021,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Antibiotics Pharmacokinetics and Efficacy","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Piperacillin; Cefotaxime; Antibiogram; Meropenem; Ciprofloxacin; Tazobactam; Antimicrobial; Microbiology; Internal medicine; Ampicillin; Antibiotic resistance; Antibiotics; Pseudomonas aeruginosa; Imipenem; Biology; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004039172,0.0003634975,0.0004091589,0.001028935,0.003575546,0.001411163,0.0009592922,0.0003951306,0.003174086],"category_scores_gemma":[0.001855025,0.0003963649,0.0004481276,0.003042743,0.0009282641,0.0005217626,0.001187873,0.001158505,0.0001938435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04111631,"about_ca_system_score_gemma":0.07061534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9815319,"about_ca_topic_score_gemma":0.9926805,"domain_scores_codex":[0.9985885,0.00007826253,0.0000769207,0.000203068,0.0004157738,0.0006374333],"domain_scores_gemma":[0.9961248,0.0001556985,0.0007931126,0.00005363439,0.001115438,0.001757373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008591693,0.00007917447,0.9870033,0.00008758158,0.0000420324,0.00152043,0.0007907045,0.0002397705,0.0006304232,0.0003080312,0.002758983,0.006453736],"study_design_scores_gemma":[0.00002077407,0.0001076589,0.9902698,0.0001247848,0.00004167312,0.001097952,0.004880087,0.0006309493,0.000255646,0.00006907324,0.00247448,0.00002718418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908358,0.0007682579,0.0002576869,0.001526047,0.00004891072,0.0001211678,0.001520624,0.00003435734,0.004887091],"genre_scores_gemma":[0.9964562,0.0008409022,0.0004879711,0.0007043961,0.00002315964,0.00002095337,0.0007113792,0.00001257048,0.0007423851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04111631,"threshold_uncertainty_score":0.2983211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006462620008042583,"score_gpt":0.2481102448709937,"score_spread":0.2416476248629512,"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."}}