{"id":"W4411679568","doi":"10.1016/j.cmicom.2025.105106","title":"Standing on the shoulders of imperfect humans: Adjunctive therapy for Enterococcus faecalis infective endocarditis","year":2025,"lang":"en","type":"article","venue":"CMI Communications","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Infective endocarditis; Shoulders; Enterococcus faecalis; Medicine; Endocarditis; Enterococcus; Microbiology; Internal medicine; Surgery; Biology; Staphylococcus aureus; Bacteria; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007683398,0.0003499006,0.0005666504,0.0005860379,0.00045178,0.001178505,0.0003353941,0.001206741,0.005359288],"category_scores_gemma":[0.003601116,0.00007602567,0.0003001996,0.000242475,0.0003952776,0.0008931367,0.000705332,0.001613118,0.001949947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002328686,"about_ca_system_score_gemma":0.0006091485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005965914,"about_ca_topic_score_gemma":0.001972494,"domain_scores_codex":[0.999359,0.0002537019,0.00006920112,0.00004515348,0.0002095226,0.00006339238],"domain_scores_gemma":[0.9989531,0.0002522178,0.000301304,0.00003437298,0.0002091824,0.0002497841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00102097,0.0007814741,0.009729601,0.001963185,0.0001624265,0.007255374,0.0004256216,0.0002644163,0.005511022,0.002035078,0.07121933,0.8996313],"study_design_scores_gemma":[0.0004805255,0.005674882,0.03359422,0.01868163,0.0003986718,0.05004792,0.00179604,0.0009743704,0.004612551,0.01269859,0.8709003,0.0001402136],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06281804,0.6655652,0.01039704,0.1721942,0.01087791,0.0002325497,0.0001558856,0.0003666338,0.07739259],"genre_scores_gemma":[0.4776744,0.3831199,0.02458777,0.06803992,0.02610054,0.0001724325,0.0002313142,0.0001275143,0.01994621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005359288,"threshold_uncertainty_score":0.0179286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06414024297984323,"score_gpt":0.3729218755519725,"score_spread":0.3087816325721293,"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."}}