{"id":"W2374782222","doi":"","title":"STUDY OF THE AIDS-RELATED KNOWLEDGE AND THE CHANNELS TO ACCESS HIV/AIDS INFORMATION OF VARIOUS GROUPS ON A ROAD CONSTRUCTION SITE IN WESTERN YUNNAN","year":2009,"lang":"en","type":"article","venue":"Xiandai yufang yixue","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Channel (broadcasting); Quarter (Canadian coin); Medicine; Business; Computer science; Geography; Family medicine; Telecommunications","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":[0.0006047922,0.0001740662,0.000445083,0.0003276416,0.00007622549,0.00003692928,0.0002081271,0.0001051095,0.000008680999],"category_scores_gemma":[0.0002236469,0.0001032474,0.00005473588,0.0008152213,0.0001136137,0.0003171346,0.0001027836,0.0002875939,0.00002067966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006156375,"about_ca_system_score_gemma":0.00005512945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002314428,"about_ca_topic_score_gemma":0.0002247783,"domain_scores_codex":[0.998511,0.0002118688,0.0005998252,0.0001776389,0.0003105306,0.0001891684],"domain_scores_gemma":[0.999014,0.0001070491,0.0002485051,0.0004262411,0.0001316083,0.00007255075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.003239425,0.001524723,0.2528133,0.0002008432,0.0002057145,0.00001081628,0.5305098,0.001273169,0.001066357,0.002365689,0.0002811931,0.2065089],"study_design_scores_gemma":[0.02317149,0.005110331,0.9267043,0.0009991009,0.0003264565,0.0000956104,0.03760918,0.001710031,0.002906705,0.0005876726,0.0004390349,0.0003400191],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950167,0.00005801487,0.00007697134,0.0006215603,0.0002253043,0.001573962,0.00001474912,0.0000284863,0.002384252],"genre_scores_gemma":[0.9993713,0.00001252433,0.0000348267,0.0002469705,0.00004572116,0.00002577681,0.00001156229,0.00001104586,0.0002402303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.673891,"threshold_uncertainty_score":0.4210308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02067968457762531,"score_gpt":0.3195200389511065,"score_spread":0.2988403543734812,"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."}}