{"id":"W6986574391","doi":"","title":"Programme Supplement [International Conference on AIDS (16th: 2006: Toronto, Canada)]","year":2006,"lang":"en","type":"article","venue":"The Journal of the Abraham Lincoln Association","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); MEDLINE; Public health; Government (linguistics); Health care","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001042663,0.0001046202,0.0001522625,0.00002338801,0.0002601164,0.00003110333,0.0004681821,0.00007779969,0.00102134],"category_scores_gemma":[0.0001638304,0.00005521572,0.00009882866,0.0000572203,0.00003530901,0.00008106024,0.00004795104,0.0002882064,0.0000615696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002295462,"about_ca_system_score_gemma":0.0005590134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1519281,"about_ca_topic_score_gemma":0.473227,"domain_scores_codex":[0.9985402,0.0004300376,0.0003488213,0.00007157481,0.000304905,0.0003044206],"domain_scores_gemma":[0.9986799,0.0002320699,0.0005898999,0.0001597635,0.0003154716,0.0000228897],"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":[0.0007730685,0.001002546,0.1000333,0.000006241632,0.001677302,0.0000128932,0.0005057559,0.000279316,0.02621982,0.005341138,0.852412,0.01173657],"study_design_scores_gemma":[0.006917368,0.00161332,0.3086637,0.0001006805,0.0003112202,0.0001038484,0.001363272,0.00003275394,0.02752769,0.002095096,0.6509869,0.000284166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8526217,0.002355505,0.0001152591,0.09196825,0.007989489,0.001376396,0.0009204826,0.00003774681,0.04261516],"genre_scores_gemma":[0.9836732,0.00009603168,0.00003979363,0.0002035912,0.0002350817,0.000007333191,0.00005450609,0.000006787787,0.01568371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3212989,"threshold_uncertainty_score":0.9998919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133038617026098,"score_gpt":0.2596844209421018,"score_spread":0.246380559239492,"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."}}