{"id":"W2139145512","doi":"10.1136/sextrans-2012-050775","title":"Geographical and temporal variation of injection drug users in Pakistan","year":2013,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Medicine; Variation (astronomy); Drug; Optometry; Pharmacology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000398262,0.0001424169,0.0001748673,0.0008214008,0.0005873996,0.0005436961,0.0003339069,0.0002314449,0.001649825],"category_scores_gemma":[0.001355659,0.0002023635,0.0002852537,0.001787446,0.0003406886,0.0003959397,0.0005345293,0.0003509427,0.0001963548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008382968,"about_ca_system_score_gemma":0.0008551747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07646134,"about_ca_topic_score_gemma":0.07299343,"domain_scores_codex":[0.999622,0.00006503211,0.00004937296,0.00008890226,0.00007859069,0.00009607054],"domain_scores_gemma":[0.9988425,0.0001254192,0.0006360461,0.00004221136,0.00019746,0.0001563987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001966102,0.00001101419,0.9976326,0.00001777428,0.00001520279,0.00006250518,0.0002858891,0.00005621629,0.00007318029,0.00002470161,0.000161468,0.00163978],"study_design_scores_gemma":[7.1697e-7,0.000013197,0.9989626,0.000007093091,0.000003349095,0.0001316528,0.0006018425,0.00006748948,0.00001746902,0.000006184503,0.0001854595,0.000002858228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997187,0.0002824483,0.0000940825,0.0001056653,0.000007659471,0.00001406322,0.001499226,0.000004016279,0.0008059792],"genre_scores_gemma":[0.99902,0.0002142567,0.00009147661,0.00002148999,0.000004567575,0.000009975616,0.0005243751,9.415249e-7,0.0001129733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07646134,"threshold_uncertainty_score":0.1520326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446682040901234,"score_gpt":0.3034029022334901,"score_spread":0.2889360818244778,"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."}}