{"id":"W1991194330","doi":"10.1016/j.ahj.2010.09.024","title":"The impact of 2007 infective endocarditis prophylaxis guidelines on the practice of congenital heart disease specialists","year":2010,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Izaak Walton Killam Health Centre; Dalhousie University; Stollery Children's Hospital","funders":"University of Alberta; Stollery Children’s Hospital Foundation","keywords":"Medicine; Infective endocarditis; Heart disease; Antibiotic prophylaxis; Endocarditis; Ductus arteriosus; Shunt (medical); Internal medicine; Cardiology; Pediatrics; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001036564,0.0001899864,0.0004671094,0.0001060511,0.00026909,0.00005558089,0.0001262899,0.0000249529,0.0002542853],"category_scores_gemma":[0.007716084,0.00009621534,0.0006095461,0.0002883619,0.0007718708,0.0001323232,0.00006039281,0.0006767366,0.00002568393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000973305,"about_ca_system_score_gemma":0.0003606724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028317,"about_ca_topic_score_gemma":0.00001335628,"domain_scores_codex":[0.9980355,0.0003444919,0.0005140454,0.0001761341,0.0006111482,0.000318683],"domain_scores_gemma":[0.995966,0.001570242,0.0004586223,0.000450336,0.001312222,0.0002425623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001032029,0.001297041,0.4755023,0.00002367688,0.002214511,0.0002399882,0.0003464554,0.000151678,0.00600675,0.003073894,0.4729902,0.03712155],"study_design_scores_gemma":[0.0005019135,0.002938866,0.9068438,0.00005536847,0.0001744619,0.0005501508,0.0004410222,0.00001558577,0.0008687599,0.0001777716,0.08732724,0.0001050402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875496,0.0002543657,0.00004077094,0.004175516,0.0007822441,0.0006738851,0.00005042518,0.00001211205,0.00646106],"genre_scores_gemma":[0.99597,0.0004093006,0.0003156758,0.001624613,0.001600959,0.00003598098,0.000002130904,0.00002426584,0.00001705709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4313416,"threshold_uncertainty_score":0.9237431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188123764009425,"score_gpt":0.3731382844908088,"score_spread":0.3512570468507146,"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."}}