{"id":"W3046887203","doi":"10.2139/ssrn.3596601","title":"A Participant-Derived Xenograft Model of HIV Enables Long-Term Evaluation of Autologous Immunotherapies","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"AIDS Vancouver; University of British Columbia","funders":"","keywords":"Term (time); Human immunodeficiency virus (HIV); Medicine; Virology; Immunology; Computer science","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":[0.0007280417,0.0005363428,0.0006053541,0.0004137355,0.0003514063,0.001338036,0.0006365636,0.0009239836,0.004024133],"category_scores_gemma":[0.0003938261,0.0001937376,0.0004892759,0.000299203,0.0003561964,0.0008830223,0.0003265939,0.00260914,0.001533276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000341491,"about_ca_system_score_gemma":0.0004160445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006302737,"about_ca_topic_score_gemma":0.0007807394,"domain_scores_codex":[0.9994633,0.000121895,0.00004529894,0.0001099472,0.0001638562,0.00009577585],"domain_scores_gemma":[0.9995521,0.0001186375,0.00006670094,0.0001217551,0.00005721018,0.00008362997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001882749,0.00231196,0.0009771257,0.0001389402,0.00004645908,0.0003620971,0.0001826099,0.0009377159,0.9825461,0.002141937,0.0009599176,0.007512385],"study_design_scores_gemma":[0.000385601,0.01382845,0.004597764,0.00005962987,0.0001880595,0.001473305,0.0003671134,0.006129947,0.9572831,0.000792325,0.01485575,0.00003894035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974151,0.002271728,0.01305882,0.0002462814,0.0006287387,0.0003789439,0.002918056,0.0002324087,0.006114024],"genre_scores_gemma":[0.9853172,0.0009800852,0.005304019,0.00007906304,0.00005160868,0.0002568418,0.002201581,0.00005171895,0.005757911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004024133,"threshold_uncertainty_score":0.01346201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05931711328866593,"score_gpt":0.3063802178337134,"score_spread":0.2470631045450475,"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."}}