{"id":"W2041424522","doi":"10.1097/qad.0b013e3283121c90","title":"Transmission networks of drug resistance acquired in primary/early stage HIV infection","year":2008,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Institut National de Santé Publique du Québec; Centre Hospitalier de l’Université de Montréal; McGill University; Jewish General Hospital","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Transmission (telecommunications); Reverse transcriptase; Drug resistance; Biology; Virology; Population; Cluster (spacecraft); Genetics; Polymerase chain reaction; Medicine; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005457735,0.0001630842,0.0002302185,0.001094299,0.0005834647,0.0008421707,0.0004576053,0.0002802118,0.001776443],"category_scores_gemma":[0.003481665,0.0002321882,0.0001226782,0.0007402322,0.0004977612,0.0004554446,0.0004153312,0.0002829209,0.000193038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001953714,"about_ca_system_score_gemma":0.0007118939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1274315,"about_ca_topic_score_gemma":0.1219723,"domain_scores_codex":[0.9996076,0.000116409,0.00001691887,0.0001067848,0.0000440826,0.0001082314],"domain_scores_gemma":[0.9985535,0.0003377355,0.000546427,0.00008788031,0.0002984361,0.0001761591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001660827,0.00004267684,0.9686319,0.00005875116,0.0001017529,0.0004155552,0.001436838,0.005713268,0.003318484,0.0008898321,0.0008364234,0.01838848],"study_design_scores_gemma":[0.000009237006,0.00004994497,0.9816222,0.00002835647,0.00003310629,0.0004791879,0.0008169031,0.01490891,0.0002545764,0.0009628335,0.0008211507,0.00001375796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976161,0.0002691588,0.001016666,0.0000695913,0.000001411927,0.0000246106,0.0003394044,0.00001583078,0.00064734],"genre_scores_gemma":[0.9989948,0.000118522,0.000411414,0.00001427994,0.00000267543,0.00000963733,0.0002903863,0.000002407626,0.0001560152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1274315,"threshold_uncertainty_score":0.2533796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100116389240154,"score_gpt":0.2285991389958925,"score_spread":0.2185875000718771,"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."}}