{"id":"W4292209878","doi":"10.1111/tid.13928","title":"Antimicrobial stewardship in pediatric solid organ transplantation: Is it possible?","year":2022,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Antimicrobial stewardship; Intensive care medicine; Psychological intervention; Pediatric intensive care unit; Multidisciplinary approach; Stewardship (theology); Multidisciplinary team; Transplantation; Nursing; Antibiotic resistance; Internal medicine; Antibiotics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001965162,0.0002487402,0.0002871948,0.0002848423,0.0005533637,0.00001965785,0.0002474604,0.0001104758,0.002952202],"category_scores_gemma":[0.000005028292,0.0002525959,0.0001554639,0.000464143,0.00008524266,0.00009667414,0.00002675878,0.0004825153,0.0003300083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007012935,"about_ca_system_score_gemma":0.0002496123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001403096,"about_ca_topic_score_gemma":0.0001983756,"domain_scores_codex":[0.9982802,0.0002537562,0.0003881404,0.0004414716,0.00008868542,0.0005477606],"domain_scores_gemma":[0.9994946,0.00007432192,0.0000889949,0.0002417776,0.00002594116,0.00007441039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003166537,0.002557918,0.948247,0.001246993,0.0002343539,0.001575905,0.008976133,0.0009304853,0.02021844,0.0005610911,0.01198662,0.0002985687],"study_design_scores_gemma":[0.02368696,0.001022923,0.9206891,0.0003943499,0.002435708,0.001739186,0.0009975143,0.00004981056,0.03505397,0.0006778629,0.01027605,0.002976541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935922,0.001234243,0.0001874395,0.0007105723,0.0008780697,0.0003628412,0.001235049,0.0001317285,0.001667861],"genre_scores_gemma":[0.9948249,0.002051327,0.00000428897,0.001205627,0.00006385769,0.00002679068,0.0005029021,0.0000299219,0.001290391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02755783,"threshold_uncertainty_score":0.9999926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009097250164293842,"score_gpt":0.2332122011268209,"score_spread":0.2241149509625271,"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."}}