{"id":"W1695842342","doi":"10.1038/sj.bdj.2015.496","title":"NICE and antibiotic prophylaxis to prevent endocarditis","year":2015,"lang":"en","type":"article","venue":"BDJ","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Infective endocarditis; Medicine; Intensive care medicine; Endocarditis; Nice; Antibiotic prophylaxis; Incidence (geometry); Antibiotics; Disease; Surgery; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000178993,0.00009720383,0.000201555,0.00007221754,0.00002815349,0.00002122918,0.00003336851,0.00002792919,0.00002609515],"category_scores_gemma":[0.0002004694,0.00008258924,0.00004950614,0.0001100961,0.00002392633,0.00004466389,0.00008941857,0.00006641121,0.0001725311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007425477,"about_ca_system_score_gemma":0.00003416119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007638868,"about_ca_topic_score_gemma":0.000007158718,"domain_scores_codex":[0.9992486,0.00003453964,0.0001090566,0.0002229518,0.0002021066,0.0001827688],"domain_scores_gemma":[0.9994349,0.00002317229,0.00002220631,0.0002024316,0.0000810241,0.0002362065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007693561,0.001213456,0.152164,0.0003900494,0.0005163762,0.0008731761,0.00132977,0.00004489109,0.001371764,0.006954418,0.563925,0.2711402],"study_design_scores_gemma":[0.001524709,0.002132935,0.6434848,0.000163841,0.0001215501,0.0001314272,0.0002292146,0.00001257967,0.007185177,0.0002126653,0.3445964,0.0002046388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9121376,0.0006505286,0.0003803585,0.0006307302,0.0004659043,0.001075279,0.000008566773,0.00007459238,0.08457641],"genre_scores_gemma":[0.9973233,0.000089977,0.0006937689,0.0009921443,0.0002404837,0.00003805772,0.000006000557,0.00001497709,0.0006012489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4913208,"threshold_uncertainty_score":0.3367892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02583029177113091,"score_gpt":0.2904496542722386,"score_spread":0.2646193625011077,"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."}}