{"id":"W4404267963","doi":"10.1093/ofid/ofae671","title":"Reply to Beechar et al. “Donor-Derived Infections: A Journey From Evidence to Policy”","year":2024,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Burkholderia infections and melioidosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Manitoba","funders":"","keywords":"Medicine; Intensive care medicine","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":[0.01394721,0.001203434,0.002465796,0.001387582,0.003530061,0.006161332,0.004736852,0.0562327,0.009067608],"category_scores_gemma":[0.09533943,0.001449855,0.001993812,0.00166843,0.00545827,0.00807811,0.00408465,0.06616117,0.00735684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003816948,"about_ca_system_score_gemma":0.008110477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006704286,"about_ca_topic_score_gemma":0.009670933,"domain_scores_codex":[0.9914038,0.002963164,0.001386075,0.001104217,0.002232048,0.0009107059],"domain_scores_gemma":[0.9462644,0.03452927,0.003281156,0.001172425,0.01082069,0.003932038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003172209,0.00000817448,0.0001361517,0.00007847229,0.00001456788,0.0001103657,0.00008235002,0.00002104385,0.00003504835,0.0005177277,0.9971227,0.001841658],"study_design_scores_gemma":[0.0002206124,0.00006594757,0.001605547,0.001362484,0.0001091612,0.001009485,0.001165479,0.0002366087,0.0004251287,0.008833682,0.9847926,0.0001732797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0000777801,0.001087375,0.00004681947,0.9792352,0.01921064,0.000006724201,0.00006478104,0.00001746415,0.0002530207],"genre_scores_gemma":[0.0005080568,0.0006076061,0.00006544279,0.9853855,0.01281447,0.00001573145,0.00001982335,0.00001158965,0.0005718889],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0562327,"threshold_uncertainty_score":0.07376075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03799139048699379,"score_gpt":0.365287534480732,"score_spread":0.3272961439937382,"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."}}