{"id":"W1976492639","doi":"10.1136/sextrans-2011-050108.157","title":"P1-S4.13 Mapping high risk activities of HIV/AIDS in Gaoxin and Yantan District of Zigong City","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Environmental health; Family medicine; Virology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003881998,0.000289976,0.0006899968,0.0007219859,0.0001141696,0.000009512291,0.0001155505,0.0002127115,0.0002588636],"category_scores_gemma":[0.0001842261,0.0002816047,0.0001075323,0.001073619,0.0003801355,0.0002652795,0.00003497768,0.0005877108,0.000004706048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007421876,"about_ca_system_score_gemma":0.0001444861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005081043,"about_ca_topic_score_gemma":0.002184162,"domain_scores_codex":[0.9980147,0.0001936621,0.0007306715,0.0003932742,0.0002937232,0.0003738939],"domain_scores_gemma":[0.9986939,0.0003552876,0.0002506679,0.0004246133,0.0001093763,0.0001661743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001976642,0.001542973,0.9263978,0.0004390583,0.0003388091,0.00002046231,0.03288547,0.00002233415,0.01644007,0.0007774144,0.00006278467,0.02087514],"study_design_scores_gemma":[0.003068219,0.001334937,0.9527095,0.0002747423,0.0003501017,0.00004918499,0.0208002,0.0002082311,0.02007796,0.0006270586,0.0001755482,0.0003243393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817881,0.0001063355,0.01015761,0.00005121811,0.0001551577,0.0005109836,0.0002684499,0.000117176,0.006844941],"genre_scores_gemma":[0.9971706,0.0002972459,0.002029762,0.00002520941,0.00005374345,0.00003821426,0.00004579698,0.00004307493,0.0002963416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02631164,"threshold_uncertainty_score":0.9999636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.032636279672735,"score_gpt":0.2774674622466064,"score_spread":0.2448311825738714,"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."}}