{"id":"W2075169949","doi":"10.1016/j.jss.2013.11.145","title":"Burn Management Capacity in Low and Middle-Income Countries: A Review of 531 Hospitals Across 17 Countries","year":2014,"lang":"en","type":"review","venue":"Journal of Surgical Research","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Low and middle income countries; Socioeconomics; Business; Geography; Demographic economics; Economic growth; Economics; Developing country","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":[0.003362285,0.0008772689,0.002973705,0.008600759,0.0004736313,0.00200113,0.001197213,0.0007975815,0.002723144],"category_scores_gemma":[0.0100392,0.0006026502,0.003093947,0.01708996,0.0007035432,0.0016319,0.001307612,0.0008008456,0.0001374711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002835597,"about_ca_system_score_gemma":0.007305461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01151641,"about_ca_topic_score_gemma":0.03769311,"domain_scores_codex":[0.9970835,0.0005836118,0.001239241,0.000282837,0.0006146072,0.0001961608],"domain_scores_gemma":[0.9893875,0.006413312,0.002931222,0.0001069983,0.0008576674,0.0003032799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0005303779,0.0001317927,0.03778609,0.5314195,0.01383,0.0005187666,0.001214363,0.00060442,0.0003453782,0.0007283741,0.009814608,0.4030764],"study_design_scores_gemma":[0.0004097866,0.0006283553,0.2000185,0.5918629,0.05552721,0.002859898,0.006691074,0.0002038779,0.0007355809,0.0006657403,0.140191,0.0002060651],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003011168,0.9961815,0.0000290965,0.0001943365,0.0000332237,0.00001821179,0.0003204997,0.0000022157,0.0002097943],"genre_scores_gemma":[0.01938833,0.9799652,0.0001896585,0.0001965117,0.00001764894,0.00002181276,0.000188062,0.000001464767,0.00003126966],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01151641,"threshold_uncertainty_score":0.02289873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1303696674801951,"score_gpt":0.4509159125485708,"score_spread":0.3205462450683756,"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."}}