{"id":"W3128613149","doi":"10.26443/mjm.v7i1.392","title":"Electives in the Developing World","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Shock (circulatory); Developing country; Health care; Service (business); Nursing; Medical education; Family medicine; Law; Internal medicine; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032523,0.00006948868,0.0003066198,0.0002847374,0.00005332846,0.00000733215,0.0002323775,0.00002198574,0.0001581339],"category_scores_gemma":[0.000943498,0.0000424871,0.00004883421,0.000542837,0.00004539301,0.00009642493,0.00001259661,0.0002434517,0.00003175696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004147184,"about_ca_system_score_gemma":0.0000159081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001131239,"about_ca_topic_score_gemma":0.00001093713,"domain_scores_codex":[0.9991547,0.00003991688,0.0005443312,0.00007195146,0.00005661164,0.0001324423],"domain_scores_gemma":[0.9993535,0.0001892641,0.0003088649,0.0000598756,0.00002540656,0.00006312954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001521324,0.0002503889,0.1301429,0.0001922371,0.0004722797,0.001113993,0.03803189,0.0001890674,0.002602037,0.4464658,0.3218494,0.05716875],"study_design_scores_gemma":[0.001673544,0.0005199789,0.06046206,0.0001395134,0.000008487516,0.00009827745,0.001162508,0.00008499744,0.0001649371,0.01022126,0.925346,0.0001184898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2627966,0.0114519,0.002675673,0.6517406,0.0006463995,0.0001882327,0.00001735659,0.00001288428,0.07047038],"genre_scores_gemma":[0.9843184,0.000463003,0.0003289866,0.01420304,0.0004067782,5.946695e-7,2.348602e-7,0.00000722346,0.0002717714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7215218,"threshold_uncertainty_score":0.1732574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039478354502625,"score_gpt":0.2902853471185146,"score_spread":0.1863375116682521,"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."}}