{"id":"W2427378135","doi":"10.1177/135965350601100516","title":"The Xivth International HIV Drug Resistance Workshop, Quebec City, Canada, June 2005","year":2006,"lang":"en","type":"article","venue":"Antiviral Therapy","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drug resistance; HIV drug resistance; Human immunodeficiency virus (HIV); Resistance (ecology); Epidemiology; Medicine; Transmission (telecommunications); Antiretroviral therapy; Virology; Biology; Viral load; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002812228,0.0001236444,0.0001480644,0.00005766268,0.000247095,0.00008994343,0.0002754773,0.00003420222,0.0004738144],"category_scores_gemma":[0.00005337938,0.00008222007,0.0001342166,0.0001619641,0.0001412965,0.000118318,0.00003449592,0.0002498164,0.00004416929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789651,"about_ca_system_score_gemma":0.0003859262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2109711,"about_ca_topic_score_gemma":0.9863711,"domain_scores_codex":[0.9985949,0.00007484003,0.0002477623,0.0001953809,0.0005057133,0.0003814311],"domain_scores_gemma":[0.9993374,0.0001189472,0.000061983,0.0002847421,0.0001242117,0.00007276385],"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":[0.000235126,0.0001026512,0.003656165,0.000003545765,0.00006885565,0.00003228132,0.00002873677,3.932133e-7,0.001075308,0.002379663,0.9859704,0.006446839],"study_design_scores_gemma":[0.0008766536,0.00001762562,0.01064066,0.00008424417,0.000004637299,0.000003005003,0.000114563,0.0000975649,0.003228417,0.0003971821,0.9844396,0.00009584512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.3982877,0.00703681,0.0008152946,0.4002695,0.0008646905,0.000789204,0.0001044291,0.0001187572,0.1917135],"genre_scores_gemma":[0.3671409,0.0006199111,0.00005852957,0.0002418293,0.0003308356,0.00001528885,0.00005140943,0.00001190432,0.6315294],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7754,"threshold_uncertainty_score":0.7942832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394268534712296,"score_gpt":0.2962180532696118,"score_spread":0.2822753679224888,"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."}}