{"id":"W2257558597","doi":"10.1089/sur.2015.012","title":"Surgery for Conditions of Infectious Etiology in Resource-Limited Countries Affected by Crisis: The Médecins Sans Frontières Operations Centre Brussels Experience","year":2015,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Fogarty International Center","keywords":"Medicine; Specialty; Orthopedic surgery; Health care; Epidemiology; Healthcare system; Developing country; Medical emergency; Surgery; Family medicine; Emergency medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001281027,0.0004319143,0.0002404929,0.001002257,0.001777241,0.001437041,0.0004682647,0.0006549241,0.002841492],"category_scores_gemma":[0.003721735,0.0003824727,0.0001952693,0.001607985,0.001302844,0.001168472,0.002180062,0.001147366,0.0003086513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002229623,"about_ca_system_score_gemma":0.003055588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01790552,"about_ca_topic_score_gemma":0.04777124,"domain_scores_codex":[0.9983476,0.0004547734,0.00013983,0.0001170156,0.0002404016,0.0007003632],"domain_scores_gemma":[0.9960949,0.0006672051,0.001413604,0.00007446998,0.0002393097,0.001510597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002606628,0.0002925321,0.8994755,0.0005327553,0.00004777332,0.01822043,0.02606322,0.0004387986,0.001078189,0.0005246006,0.009942834,0.04312266],"study_design_scores_gemma":[0.00001853053,0.0004879121,0.8562731,0.001138934,0.00001858976,0.02266195,0.1003979,0.0001964823,0.0002467725,0.000169669,0.01834504,0.00004526796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893672,0.004432755,0.0001033091,0.002375166,0.0001422726,0.00002586788,0.0002061735,0.000006600433,0.003340666],"genre_scores_gemma":[0.9931774,0.004908847,0.0002286695,0.0007147078,0.00010551,0.00003011969,0.0001908264,0.000008978133,0.0006349176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01790552,"threshold_uncertainty_score":0.03560263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423689915197262,"score_gpt":0.321161471574528,"score_spread":0.2969245724225553,"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."}}