{"id":"W2039442221","doi":"10.7196/samj.8183","title":"Community- versus healthcare-acquired bloodstream infections at Groote Schuur Hospital, Cape Town, South Africa","year":2015,"lang":"en","type":"article","venue":"South African Medical Journal","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Health Laboratory Service","keywords":"Medicine; Epidemiology; Ciprofloxacin; Antibiotics; Ceftriaxone; Intensive care unit; Gentamicin; Blood culture; Internal medicine; Emergency medicine; Pediatrics; Microbiology; 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":[0.0004884974,0.0004507917,0.0002361676,0.001026127,0.0008092634,0.0009445587,0.0004410981,0.0003266412,0.007119153],"category_scores_gemma":[0.003559631,0.0002691959,0.0002504894,0.001253502,0.0006386476,0.0008764772,0.0009227378,0.0003489068,0.0003163814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002098094,"about_ca_system_score_gemma":0.001500506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02749914,"about_ca_topic_score_gemma":0.0424735,"domain_scores_codex":[0.9992059,0.000148396,0.00008850353,0.0001370389,0.0001075928,0.0003126035],"domain_scores_gemma":[0.9980814,0.0002449184,0.0009614546,0.00002886946,0.0001511102,0.0005321448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004031522,0.0001204884,0.9863659,0.0001762778,0.00004955144,0.003511017,0.001519898,0.00006087334,0.001136884,0.00009457153,0.0006470009,0.005914391],"study_design_scores_gemma":[0.00004436693,0.0002752291,0.9937369,0.0001278241,0.00002012923,0.001866336,0.002808614,0.00008071667,0.000176886,0.00003949013,0.0008108052,0.00001275457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983459,0.0004079149,0.00001945074,0.0001358997,0.000008212875,0.0000390266,0.0002918925,0.000001556421,0.0007502986],"genre_scores_gemma":[0.9990939,0.0002878582,0.00005709606,0.00004937201,0.00001607541,0.00003024429,0.0001475584,0.000001250601,0.0003166573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02749914,"threshold_uncertainty_score":0.05467814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04860417490472241,"score_gpt":0.2911127379697805,"score_spread":0.2425085630650581,"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."}}