{"id":"W1534875098","doi":"10.1186/1742-4690-4-13","title":"Impact of the 16th International Conference on AIDS: can these conferences lead to policy change?","year":2007,"lang":"en","type":"editorial","venue":"Retrovirology","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"International AIDS Society","keywords":"Human immunodeficiency virus (HIV); Politics; Medicine; Political science; Public relations; Family medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000750218,0.0003805583,0.0009128687,0.001504118,0.00006712708,0.00006108642,0.001276169,0.0009256357,0.0006529086],"category_scores_gemma":[0.00337189,0.0002784479,0.0004160071,0.0004899262,0.0002967423,0.00006515503,0.0001759185,0.0008941563,0.0002707591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004480649,"about_ca_system_score_gemma":0.0007618267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006402696,"about_ca_topic_score_gemma":0.0005508449,"domain_scores_codex":[0.9978948,0.00009976701,0.0007083794,0.0005290989,0.0002043796,0.0005636077],"domain_scores_gemma":[0.9976419,0.0006057559,0.0007800462,0.0006493889,0.0001692838,0.0001536061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001500152,0.0003161822,0.04885657,0.00005700682,0.00084907,0.00001608745,0.003910892,0.00001975939,0.0001871506,0.1114078,0.8253117,0.007567653],"study_design_scores_gemma":[0.00104448,0.005117539,0.05935128,0.0001389881,0.00002975137,0.000006317645,0.0001489333,0.00006668393,0.00008893089,0.005754854,0.927536,0.0007163148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.2428097,0.0004445424,0.00008517104,0.005678142,0.6589455,0.0008587329,0.01065557,0.00005680297,0.08046591],"genre_scores_gemma":[0.7737719,0.000595964,0.00002108813,0.0003276218,0.219538,0.00002474341,0.00009006932,0.00003917821,0.005591488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5309622,"threshold_uncertainty_score":0.9999667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07113477633130616,"score_gpt":0.3426336847521026,"score_spread":0.2714989084207964,"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."}}