{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001975715,0.0009677662,0.0004239941,0.0008162339,0.004077941,0.003154536,0.001465781,0.001642385,0.0671031],"category_scores_gemma":[0.001553699,0.0003287159,0.0003093763,0.000854989,0.0007334995,0.0006311411,0.001342389,0.001871133,0.009994741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02094102,"about_ca_system_score_gemma":0.03189773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8132898,"about_ca_topic_score_gemma":0.9573883,"domain_scores_codex":[0.9988459,0.0001230205,0.00002077896,0.00007608469,0.0005806654,0.0003534471],"domain_scores_gemma":[0.9982911,0.00006286812,0.00004217518,0.00002480749,0.0009357724,0.0006434221],"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":[0.00005789308,0.00003046288,0.0006267061,0.00004721654,0.000005278446,0.0001067769,0.0001475326,0.00008467215,0.0002514,0.0005668852,0.9741256,0.0239496],"study_design_scores_gemma":[0.00001206582,0.00001302731,0.002509759,0.0001045324,0.000003921738,0.00003453808,0.0004091769,0.00004693314,0.0001438169,0.00009610834,0.9966174,0.000008751227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01807399,0.1343778,0.003662659,0.2027709,0.05238286,0.001614801,0.01741777,0.0005724682,0.5691267],"genre_scores_gemma":[0.02041994,0.01924284,0.001714292,0.00850934,0.001621948,0.0001974149,0.003581172,0.00008298083,0.9446302],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1867102,"threshold_uncertainty_score":0.3756195,"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."}}