{"id":"W1728403685","doi":"10.1186/1742-4690-3-s1-s4","title":"HIV-1 subtype C viruses rapidly develop K65R","year":2006,"lang":"en","type":"article","venue":"Retrovirology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Virology; Human immunodeficiency virus (HIV); Medicine; Antibody; Computational biology; Biology; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002564474,0.0003224227,0.0002005545,0.0003511954,0.0002710815,0.0004587749,0.0001593477,0.0002939796,0.001328932],"category_scores_gemma":[0.000477834,0.0002543814,0.0002312882,0.0002504763,0.0002308822,0.000173613,0.0002421245,0.0002966548,0.0005747525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003398291,"about_ca_system_score_gemma":0.0001393613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003001238,"about_ca_topic_score_gemma":0.003955597,"domain_scores_codex":[0.9997054,0.00004325181,0.00002629614,0.00005976935,0.00006693537,0.00009827047],"domain_scores_gemma":[0.9994951,0.00005833589,0.0002822101,0.00005771771,0.00004808993,0.00005842782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005012638,0.00009561588,0.3339018,0.00007041705,0.00004469514,0.003186658,0.0006008891,0.0001619168,0.6494702,0.0001324095,0.0002989301,0.01153533],"study_design_scores_gemma":[0.00006328496,0.001838302,0.9131339,0.0000378827,0.000044847,0.02435141,0.0007610319,0.000562312,0.05516262,0.0001236524,0.003895818,0.0000250019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991803,0.0002022262,0.0001141412,0.00001631115,0.000002335714,0.000007828721,0.00006997454,0.000008723047,0.000398073],"genre_scores_gemma":[0.9991731,0.0001078335,0.0002085796,0.00003429028,0.000003941248,0.000004247572,0.0001421505,0.000003928789,0.0003218318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003001238,"threshold_uncertainty_score":0.005967557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441046914440298,"score_gpt":0.2506025121399738,"score_spread":0.2361920429955708,"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."}}