{"id":"W2160092569","doi":"10.1186/1752-1505-5-12","title":"Providing surgical care in Somalia: A model of task shifting","year":2011,"lang":"en","type":"article","venue":"Conflict and Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Expatriate; Medicine; Context (archaeology); Psychological intervention; Childbirth; Medical emergency; Nursing; Pregnancy","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":[0.008558816,0.0006596134,0.0003124978,0.001852591,0.01170577,0.008591264,0.002897697,0.002903434,0.004151297],"category_scores_gemma":[0.006714849,0.000529317,0.0006552175,0.001450305,0.01692541,0.004503555,0.01364629,0.003226582,0.0008123252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0117994,"about_ca_system_score_gemma":0.02180085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01182322,"about_ca_topic_score_gemma":0.01697274,"domain_scores_codex":[0.9918501,0.004583727,0.000219174,0.0006085733,0.000820023,0.001918426],"domain_scores_gemma":[0.992767,0.001281725,0.0009812573,0.0005323929,0.0005392174,0.003898449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004334003,0.002303167,0.1026714,0.0009174756,0.0001708375,0.005536707,0.3595151,0.01154535,0.002982207,0.313162,0.02664459,0.1741179],"study_design_scores_gemma":[0.0003038904,0.002558387,0.06620303,0.001592844,0.00007370149,0.003388325,0.4076461,0.0244197,0.0007965547,0.2905807,0.2021095,0.000327214],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.694708,0.002302205,0.03303853,0.1069019,0.0007449578,0.0006759419,0.0000982148,0.0002249411,0.1613054],"genre_scores_gemma":[0.9840954,0.0008807977,0.00852748,0.002723857,0.0001319465,0.0002333009,0.00003572756,0.00002014949,0.003351461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01182322,"threshold_uncertainty_score":0.08561099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228362585166418,"score_gpt":0.3586478434007047,"score_spread":0.2358115848840629,"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."}}