{"id":"W2313735383","doi":"10.1155/2016/5493675","title":"The Performance of Direct Disk Diffusion for Community Acquired Bacteremia due to Gram-Negative Bacilli and Its Impact on Physician Treatment Decisions","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Bacteremia; Medicine; Bacilli; Antibiotics; Sepsis; Observational study; Blood culture; Intensive care medicine; Internal medicine; Microbiology; Bacteria; Biology","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":[0.01335933,0.0002548105,0.0003670737,0.0009368173,0.0003344326,0.001099167,0.0005180965,0.0006995671,0.001088263],"category_scores_gemma":[0.1129226,0.0001784585,0.0004248198,0.0009069481,0.0006578806,0.0008539073,0.0005463632,0.0005204902,0.0002168246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074919,"about_ca_system_score_gemma":0.0008022441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004041635,"about_ca_topic_score_gemma":0.003963736,"domain_scores_codex":[0.9794627,0.01240994,0.001696178,0.001221095,0.004424225,0.0007859188],"domain_scores_gemma":[0.8542028,0.1062721,0.02602314,0.002368346,0.008240417,0.002893119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006569869,0.00009155623,0.9897222,0.00003962686,0.00006551677,0.00007787257,0.0001730421,0.0002235076,0.00013079,0.00002049894,0.0001778697,0.008620534],"study_design_scores_gemma":[0.00003409031,0.001067385,0.9946185,0.00005352112,0.00007904947,0.0008356749,0.000353041,0.001989275,0.0005376097,0.000061021,0.0003524816,0.00001832588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967363,0.001633358,0.0002997167,0.0003747767,0.00002190153,0.00001284289,0.0001247995,0.000005760142,0.0007904561],"genre_scores_gemma":[0.9995365,0.0001246128,0.0002183284,0.00002665009,0.00001859644,0.00000318395,0.0000460111,0.000001314042,0.00002494541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01335933,"threshold_uncertainty_score":0.07065171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094254208188819,"score_gpt":0.2660722296919751,"score_spread":0.2551296876100869,"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."}}