{"id":"W2899617667","doi":"10.2196/11194","title":"Programmatic Mapping to Estimate Size, Distribution, and Dynamics of Key Populations in Kosovo","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Global Fund to Fight AIDS, Tuberculosis and Malaria","keywords":"Men who have sex with men; Outreach; Geography; Psychological intervention; Demography; Population; Key (lock); Human immunodeficiency virus (HIV); Medicine; Computer science; Political science; Sociology; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004188238,0.000493696,0.0002729271,0.00518991,0.0009139281,0.000725585,0.001073257,0.0002953136,0.001981776],"category_scores_gemma":[0.009953368,0.0002788577,0.0004406773,0.005010569,0.0004808357,0.000810869,0.002594493,0.0003065717,0.0001517183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002217954,"about_ca_system_score_gemma":0.004922055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08052545,"about_ca_topic_score_gemma":0.06909606,"domain_scores_codex":[0.9978776,0.001264853,0.0001655572,0.0002488215,0.000184936,0.0002581282],"domain_scores_gemma":[0.9973885,0.0007876628,0.000884371,0.0002290791,0.0005756666,0.00013468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001302335,0.0001236187,0.8579718,0.0009628746,0.0002028946,0.0005308333,0.01031462,0.01067681,0.001583808,0.005848708,0.004484717,0.1071691],"study_design_scores_gemma":[0.00003280852,0.0003008731,0.917523,0.0005958671,0.0001437062,0.0004602851,0.02526279,0.03072298,0.0008991532,0.003582365,0.020433,0.000043346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425374,0.001010149,0.03297916,0.0004861724,0.00003631165,0.002413421,0.009614104,0.0002072199,0.0107162],"genre_scores_gemma":[0.9425214,0.0004093388,0.04704183,0.00006427724,0.000007909067,0.003174385,0.006011714,0.00001978309,0.0007494266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08052545,"threshold_uncertainty_score":0.1601135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06958858689377959,"score_gpt":0.3975239470907632,"score_spread":0.3279353601969835,"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."}}