{"id":"W2007300785","doi":"10.1016/s0140-6736(04)16526-4","title":"Surgical training in east Africa","year":2004,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Health and Surgery","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Medicine; Referral; Training (meteorology); Population; South east; Medical emergency; Family medicine; Geography; Environmental health","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":[0.001882668,0.0005533638,0.0003182398,0.001219192,0.00193893,0.002229542,0.0005540852,0.002880241,0.02304861],"category_scores_gemma":[0.004806684,0.0003561268,0.0002384664,0.001778437,0.001702003,0.002034897,0.003165099,0.003111309,0.001611819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004384767,"about_ca_system_score_gemma":0.01488893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02183398,"about_ca_topic_score_gemma":0.05502759,"domain_scores_codex":[0.9984016,0.0003189952,0.00006577185,0.00006970583,0.0001164208,0.001027522],"domain_scores_gemma":[0.9944438,0.0009445728,0.000802263,0.00009714111,0.0003793343,0.00333293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001182001,0.0007270875,0.06045149,0.008205648,0.0001263855,0.004253732,0.009707727,0.0009998226,0.004179611,0.07036723,0.3457195,0.4940797],"study_design_scores_gemma":[0.00047094,0.0006575281,0.2638517,0.01007117,0.00007893107,0.001710858,0.01962899,0.0002233451,0.0007805257,0.009360317,0.6931106,0.00005500642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1126069,0.1373003,0.0001860064,0.6502743,0.01131199,0.0001008258,0.001082408,0.000036187,0.08710103],"genre_scores_gemma":[0.6912508,0.1611157,0.0005693461,0.08186101,0.008587299,0.0001457458,0.0006588073,0.00004420377,0.05576716],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02304861,"threshold_uncertainty_score":0.07710528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08733162837759298,"score_gpt":0.3255590128904113,"score_spread":0.2382273845128183,"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."}}