{"id":"W4389942599","doi":"10.1002/hsr2.1775","title":"Infectious diseases in Afghanistan: Strategies for health system improvement","year":2023,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Legal, Health, Environmental and COVID-19 Challenges","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Malaria; Health care; Medicine; Tuberculosis; Pandemic; Environmental health; Global health; Economic growth; Public health; Disease; Business; Infectious disease (medical specialty); Nursing; Immunology","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":[0.002151541,0.000175082,0.0004681447,0.0003417162,0.0005803038,0.00005445048,0.0000848198,0.00004564359,0.000006680785],"category_scores_gemma":[0.0000502687,0.0001477558,0.00006794144,0.0008766755,0.0002100032,0.0002383245,0.0000668732,0.0001461256,0.00001269213],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002330387,"about_ca_system_score_gemma":0.006915931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647954,"about_ca_topic_score_gemma":0.00060576,"domain_scores_codex":[0.996631,0.00002595781,0.000856103,0.0007252096,0.0007485067,0.00101324],"domain_scores_gemma":[0.9983044,0.00004320865,0.0004175037,0.000459388,0.00004439776,0.0007310677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006106959,0.003773427,0.6468677,0.1014145,0.00008156821,0.004026197,0.01681843,0.001041386,0.004057842,0.056434,0.01199059,0.1528836],"study_design_scores_gemma":[0.004042558,0.0110439,0.8868954,0.003111953,0.00003530434,0.001724009,0.03719172,0.003360539,0.0003528306,0.009647769,0.04166427,0.0009297075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9427831,0.002255017,0.0004778547,0.04333276,0.001926898,0.005967038,0.00004015942,0.0008575518,0.002359669],"genre_scores_gemma":[0.9949928,0.0007535561,0.00009820308,0.003420305,0.0001241704,0.0003879333,0.00002153333,0.00001995521,0.0001815263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2400277,"threshold_uncertainty_score":0.9987139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02915216582742882,"score_gpt":0.3633760854185132,"score_spread":0.3342239195910844,"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."}}