{"id":"W2054388644","doi":"10.1136/sextrans-2011-050102.29","title":"S7.3 Impact of the Avahan intervention on HIV/STI transmission amongst high and low-risk groups: an interim modelling assessment","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; University of British Columbia; University of Manitoba","funders":"","keywords":"Medicine; Population; Condom; Demography; Transmission (telecommunications); Men who have sex with men; Syphilis; Environmental health; Human immunodeficiency virus (HIV); Immunology; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.0005157106,0.0002519203,0.0003693556,0.0003959174,0.0002888155,0.00005722128,0.0002037036,0.0001638636,0.0004616594],"category_scores_gemma":[0.0000258444,0.0001954004,0.000319776,0.0003575942,0.000142324,0.0004163856,0.00001991101,0.0004087717,0.00001860681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001011263,"about_ca_system_score_gemma":0.00004141426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002796066,"about_ca_topic_score_gemma":0.000124085,"domain_scores_codex":[0.9984511,0.0001480989,0.0006859353,0.0003712621,0.00006462029,0.0002790427],"domain_scores_gemma":[0.9990133,0.00008212447,0.0003263214,0.0003829334,0.0000443627,0.000150966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001627787,0.01325599,0.7508667,0.0005482893,0.002204169,0.00001065355,0.04304576,0.03687485,0.006290228,0.05921822,0.0004939553,0.08556343],"study_design_scores_gemma":[0.003153666,0.006717416,0.8571045,0.0004345216,0.0001659123,0.00002172615,0.0007774862,0.1074472,0.001989282,0.02075222,0.000605508,0.0008305435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8124216,0.0001230308,0.1848294,0.00004699557,0.0002919644,0.0002874412,0.0002391694,0.00005737369,0.001703127],"genre_scores_gemma":[0.998525,0.0003001982,0.0006608166,0.00001994042,0.00004654792,0.00002371688,0.00002660344,0.00003934361,0.0003578692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1861034,"threshold_uncertainty_score":0.7968198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03447648176555444,"score_gpt":0.2724335691931706,"score_spread":0.2379570874276162,"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."}}