{"id":"W4406945108","doi":"10.1093/ofid/ofae631.601","title":"P-400. Surgical Site Infections among Heart Transplant, Lung Transplant, and VAD Inserted Patients","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; Lung; Heart-Lung Transplantation; Surgery; Lung transplantation; Internal medicine","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":[0.0004278282,0.0001172701,0.0002661902,0.002468658,0.0002511767,0.0005492936,0.0002516948,0.0002044964,0.00282266],"category_scores_gemma":[0.002043093,0.0001101126,0.0002624609,0.003878175,0.0002326777,0.0002341363,0.0002290011,0.0001529944,0.0002740481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005769993,"about_ca_system_score_gemma":0.00105381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01680487,"about_ca_topic_score_gemma":0.02356344,"domain_scores_codex":[0.9994568,0.00008533354,0.0001294242,0.0000565654,0.0002199886,0.00005192719],"domain_scores_gemma":[0.9966874,0.0008725142,0.001778554,0.00004019951,0.0004082845,0.0002131782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001003066,0.00001583224,0.9812692,0.0008992561,0.00007489917,0.0006448368,0.0001877261,0.00002899525,0.0002671301,0.00002352841,0.001152888,0.01533535],"study_design_scores_gemma":[0.000007318889,0.0001098198,0.994306,0.0003777964,0.00005457613,0.002434029,0.000431854,0.00004559563,0.000124125,0.00001295395,0.002092973,0.00000295384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431722,0.04153156,0.0002001108,0.0003038001,0.00007388343,0.0001719864,0.01084166,0.00002927651,0.003675575],"genre_scores_gemma":[0.9877806,0.008399726,0.0002673842,0.0001391734,0.00006030745,0.00007940188,0.002824269,0.000004627057,0.0004446875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01680487,"threshold_uncertainty_score":0.03341413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007752551161069686,"score_gpt":0.3044994491914111,"score_spread":0.2967468980303414,"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."}}