{"id":"W2159056436","doi":"10.1093/ije/dyh220","title":"Population and Health in Developing Countries. Volume 1, Population, Health, and Survival at INDEPTH Sites. INDEPTH Network. Ottawa: International Development Research Centre, 2002, pp. 356, (PB) $40.40 ISBN: 0-88936-948-8.","year":2004,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Population; Developing country; Medicine; Environmental health; Geography; Gerontology; Economic growth; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01089612,0.0002392373,0.0009350674,0.0009830028,0.0002728289,0.00007446564,0.0004007487,0.0002303168,0.0001788473],"category_scores_gemma":[0.002719482,0.0002423239,0.00007819568,0.0003333039,0.0001473902,0.0004512205,0.0002224892,0.0005822029,0.00003872584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0028576,"about_ca_system_score_gemma":0.0005853855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002595134,"about_ca_topic_score_gemma":0.006380691,"domain_scores_codex":[0.9953462,0.0004852839,0.002709941,0.0004501711,0.0002588696,0.0007495304],"domain_scores_gemma":[0.9965424,0.0007699655,0.001792107,0.0001378006,0.0004062509,0.0003515048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003039775,0.0000556013,0.9447226,0.00002217527,0.000142242,0.0000152893,0.0009243793,0.00182202,4.520916e-7,0.03577714,0.01165291,0.004561223],"study_design_scores_gemma":[0.001371744,0.0001144564,0.8227795,0.0001946246,0.00000150011,0.0001342519,0.00008368056,0.0003985496,0.000001191787,0.0204145,0.1543209,0.0001851054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7668968,0.0269562,0.008873849,0.1933099,0.002886525,0.0004226124,0.0001047608,0.00002461478,0.0005247431],"genre_scores_gemma":[0.9472212,0.02226799,0.01840607,0.009093734,0.001320629,0.000008431799,0.0003861481,0.00005155029,0.001244301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1842162,"threshold_uncertainty_score":0.988168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1226875160231083,"score_gpt":0.3823735180530761,"score_spread":0.2596860020299678,"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."}}