{"id":"W4252778554","doi":"10.3410/f.12019956.13157054","title":"Faculty Opinions recommendation of Detection of low-level K65R variants in nucleoside reverse transcriptase inhibitor-naive chronic and acute HIV-1 subtype C infections.","year":2011,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Reverse transcriptase; Nucleoside Reverse Transcriptase Inhibitor; Human immunodeficiency virus (HIV); Reverse-transcriptase inhibitor; Virology; Nucleoside; Medicine; Biology; Sida; Viral disease; Antiretroviral therapy; Genetics; RNA; Viral load; Gene","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":[0.001079897,0.001488768,0.00167589,0.002865644,0.0004671672,0.001783039,0.002130202,0.002053695,0.05257962],"category_scores_gemma":[0.01031024,0.0004943883,0.001436457,0.004181003,0.0002015056,0.0009634284,0.001006449,0.001299189,0.02748602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086891,"about_ca_system_score_gemma":0.002365422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02331698,"about_ca_topic_score_gemma":0.04960829,"domain_scores_codex":[0.9989486,0.0001460175,0.0001910674,0.0003535893,0.0002338728,0.0001268736],"domain_scores_gemma":[0.9958023,0.001240663,0.0009259789,0.0006318425,0.0009234708,0.0004757641],"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":[0.0003263601,0.00003894823,0.008325808,0.001930623,0.0002254795,0.00004812888,0.0000113799,0.0003139684,0.0001919811,0.0002051216,0.9832723,0.005109827],"study_design_scores_gemma":[0.00220772,0.00009832758,0.08862209,0.00162178,0.0006633183,0.0003895446,0.00008799515,0.001888367,0.001123291,0.001561601,0.9016373,0.00009859275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002561158,0.00007668334,0.00002410844,0.00005773367,0.00001263843,0.000008589909,0.9991814,0.00007015504,0.0003124808],"genre_scores_gemma":[0.001096018,0.00009124965,0.0001723069,0.00008262893,0.00001108281,0.0000406078,0.9979469,0.00002221727,0.0005369411],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05257962,"threshold_uncertainty_score":0.1758963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134819706464126,"score_gpt":0.2907552810061981,"score_spread":0.2694070839415569,"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."}}