{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004410641,0.000366327,0.0002210163,0.002111732,0.001017721,0.0009360581,0.0006608929,0.0003515299,0.0152899],"category_scores_gemma":[0.0008619333,0.0002686175,0.0003964584,0.004506574,0.0002453667,0.0002916769,0.0009787394,0.0001681986,0.001891378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223439,"about_ca_system_score_gemma":0.0061403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2341402,"about_ca_topic_score_gemma":0.2995038,"domain_scores_codex":[0.9997377,0.00005820055,0.00001949398,0.00005253646,0.0000599323,0.00007207146],"domain_scores_gemma":[0.9994732,0.00008102242,0.0000551794,0.00004445153,0.000258933,0.00008730996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002673232,0.0001718359,0.8737828,0.001356853,0.0001204968,0.0008398771,0.005487629,0.002648841,0.005638133,0.001244984,0.02621925,0.08222201],"study_design_scores_gemma":[0.00003295944,0.0001057815,0.9462228,0.0002047739,0.00007611253,0.0002207936,0.01150605,0.002910259,0.001400456,0.0002168571,0.03707134,0.00003178505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.897688,0.0004813895,0.003592073,0.0004935447,0.00007517305,0.00111343,0.06750347,0.0005722244,0.02848081],"genre_scores_gemma":[0.9213239,0.0003694511,0.0158184,0.0000588857,0.00001081853,0.0007962082,0.04772893,0.00007223667,0.01382111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2341402,"threshold_uncertainty_score":0.4655547,"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."}}