{"id":"W2747297738","doi":"10.4314/mmj.v29i2.23","title":"Trauma care in Malawi: A call to action","year":2017,"lang":"en","type":"article","venue":"Malawi Medical Journal","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Call to action; Rehabilitation; Health care; Public health; Medical emergency; Occupational safety and health; Injury prevention; Developing country; Poison control; Nursing; Physical therapy; Economic growth","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":[0.01673646,0.0016005,0.002947858,0.002225187,0.008282844,0.01345597,0.005920129,0.02135571,0.02424984],"category_scores_gemma":[0.03605162,0.00109912,0.002708418,0.002637381,0.007391096,0.0160958,0.01890087,0.02522589,0.002642348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008609558,"about_ca_system_score_gemma":0.09045699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0654494,"about_ca_topic_score_gemma":0.1098152,"domain_scores_codex":[0.9894112,0.004716475,0.001008745,0.0004999594,0.001609511,0.002754017],"domain_scores_gemma":[0.9185646,0.01782686,0.004514751,0.002411751,0.01239739,0.04428465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002232125,0.000693879,0.02001183,0.005545735,0.0002592925,0.002472982,0.006414596,0.0003620254,0.0007562134,0.008607377,0.7764769,0.178176],"study_design_scores_gemma":[0.0002556493,0.0005006837,0.03924066,0.01404255,0.0003370048,0.001687265,0.03620803,0.0006679739,0.0002956339,0.01197371,0.894558,0.0002328104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001516659,0.01690279,0.0001970073,0.9770602,0.003247681,0.00003824664,0.0001046839,0.00005839758,0.0008743938],"genre_scores_gemma":[0.08435129,0.1419946,0.01396203,0.7279016,0.02155175,0.00099172,0.0008550487,0.0001362534,0.008255692],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0654494,"threshold_uncertainty_score":0.1301369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.057191856918695,"score_gpt":0.3840004195968675,"score_spread":0.3268085626781725,"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."}}