{"id":"W4403428522","doi":"10.28924/2291-8639-22-2024-186","title":"In Vivo Dynamics of HIV-1 Infection With Impaired Antibody Immunity and Three General Infection Mechanisms","year":2024,"lang":"en","type":"article","venue":"International Journal of Analysis and Applications","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"In vivo; Immunity; Human immunodeficiency virus (HIV); Immunology; Antibody; Dynamics (music); Virology; Medicine; Immune system; Mathematics; Biology; Psychology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000252776,0.0005675007,0.0004574533,0.0002460742,0.0001994186,0.0006578787,0.0004483669,0.0006599214,0.0007310629],"category_scores_gemma":[0.0009041521,0.0001964308,0.0006994472,0.0001542657,0.0004406401,0.0006538072,0.0004553949,0.0004455948,0.000070683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000675594,"about_ca_system_score_gemma":0.0004165229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005261187,"about_ca_topic_score_gemma":0.002131914,"domain_scores_codex":[0.9998436,0.00004383299,0.000006984257,0.00003503283,0.00002388191,0.00004663212],"domain_scores_gemma":[0.9996721,0.0001022981,0.0001239762,0.00002303685,0.00003939456,0.0000392568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001604794,0.0001014022,0.01261029,0.0000942176,0.0000870036,0.0004940233,0.0001160601,0.9354283,0.03935818,0.007833563,0.0002185702,0.003497884],"study_design_scores_gemma":[0.0000229281,0.0001677669,0.003816116,0.00000654237,0.0000409172,0.0001347626,0.00005115162,0.9908222,0.002704115,0.00193082,0.000285903,0.000016796],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786413,0.0004508611,0.01847636,0.0001876673,0.00001690902,0.00002659518,0.0001168667,0.00003463879,0.002048788],"genre_scores_gemma":[0.9971389,0.0002228832,0.001760744,0.00002150003,0.00000538507,0.00002141049,0.00005799172,0.000002849067,0.0007685208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005261187,"threshold_uncertainty_score":0.01046109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006771458955404701,"score_gpt":0.2938196771343405,"score_spread":0.2870482181789358,"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."}}