{"id":"W2000894285","doi":"10.1590/s0037-86822009000500001","title":"Case histories of infectious disease management in developing countries: Phnom Penh and Kabul","year":2009,"lang":"en","type":"article","venue":"Revista da Sociedade Brasileira de Medicina Tropical","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Developing country; Medicine; Epidemiology; Disease; Scabies; Measles; Developed country; Pediatrics; Intensive care medicine; Family medicine; Environmental health; Immunology; Economic growth; Pathology; Vaccination; Dermatology; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001778235,0.0002102653,0.0005623645,0.0001625901,0.0001573859,0.00003013774,0.0000528835,0.00008787101,0.00003442398],"category_scores_gemma":[0.0002215861,0.0001801921,0.00009226397,0.0003059825,0.000321413,0.00006761479,0.00004548139,0.0002502719,0.000002033626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005269792,"about_ca_system_score_gemma":0.0001463863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003670191,"about_ca_topic_score_gemma":0.00001280222,"domain_scores_codex":[0.9985996,0.00006189184,0.0004569444,0.0003044168,0.0002637918,0.0003133427],"domain_scores_gemma":[0.9992404,0.0001312569,0.00009718208,0.0002343956,0.00008163833,0.0002151336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002162712,0.0002697616,0.8612401,0.001514787,0.0001452008,0.004737208,0.002329739,0.000002222312,0.00004597626,0.1237964,0.002456235,0.003246156],"study_design_scores_gemma":[0.002238857,0.0004476084,0.9637088,0.0005010068,0.0003288783,0.001015797,0.001111405,0.00006803043,0.00001292781,0.0001901528,0.03015688,0.0002196517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890862,0.004068282,0.001338339,0.003503376,0.00009514755,0.0004766987,0.000006815199,0.00006271648,0.001362448],"genre_scores_gemma":[0.9959649,0.001466472,0.0009183389,0.001312194,0.000128768,0.00002550958,0.000006219231,0.00001372417,0.0001639012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1236062,"threshold_uncertainty_score":0.7348022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376962659085469,"score_gpt":0.2996918646271069,"score_spread":0.2759222380362522,"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."}}