{"id":"W2899188568","doi":"10.2196/10906","title":"Population Size Estimation of Venue-Based Female Sex Workers in Ho Chi Minh City, Vietnam: Capture-Recapture Exercise","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Census and Population Estimation","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Ho chi minh; Estimation; Mark and recapture; Population; Confidence interval; Demography; Statistics; Population size; Sample size determination; Geography; Stratified sampling; Sampling (signal processing); Medicine; Mathematics; Cartography; Computer science; Sociology","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":[0.001190549,0.0001679587,0.0004167981,0.0001522146,0.0001149562,0.00003858667,0.00008830076,0.0001533021,0.00005250698],"category_scores_gemma":[0.0007067369,0.0001640636,0.00004520603,0.0004684958,0.0000655101,0.0001656286,0.00001973699,0.0001449124,0.000005989784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015716,"about_ca_system_score_gemma":0.0002249511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004168872,"about_ca_topic_score_gemma":0.001010381,"domain_scores_codex":[0.9982947,0.0001951289,0.0006075582,0.00026863,0.000290448,0.0003436106],"domain_scores_gemma":[0.9986991,0.0002477356,0.0004298902,0.0002843664,0.0001281836,0.0002107271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006246746,0.0001113435,0.9674246,0.0005206745,0.000003959973,5.90042e-7,0.001699092,0.0001271001,0.000002858842,0.0005593934,0.001526883,0.02796103],"study_design_scores_gemma":[0.0008727189,0.0000816372,0.9587013,0.0001483318,0.00000113719,0.000002649871,0.0001436737,0.03708757,0.000003287702,0.00153873,0.001235509,0.0001834356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939423,0.0002544873,0.002087356,0.002299628,0.0001759675,0.0007552312,0.00003444107,0.00005447186,0.0003961162],"genre_scores_gemma":[0.9937181,0.00001536716,0.005556425,0.0002592356,0.00008395344,0.00003313771,0.0001598247,0.00002024198,0.0001537307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03696047,"threshold_uncertainty_score":0.6690319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04341576233566904,"score_gpt":0.3408552921560632,"score_spread":0.2974395298203941,"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."}}