{"id":"W4393950385","doi":"10.1016/j.stem.2024.03.009","title":"Genetic haute couture to block HIV-1 at front doors","year":2024,"lang":"en","type":"article","venue":"Cell stem cell","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Doors; Biology; Block (permutation group theory); Human immunodeficiency virus (HIV); Front (military); Virology; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007814723,0.0002153088,0.0002215494,0.00009651695,0.0001621503,0.00003959722,0.0002182062,0.0001971025,0.002793783],"category_scores_gemma":[0.000001247862,0.0001664599,0.0001208636,0.0000991393,0.00005837932,0.00002289807,0.0001701473,0.0002390037,0.1382018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001653002,"about_ca_system_score_gemma":0.00007901208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004577078,"about_ca_topic_score_gemma":0.00004013466,"domain_scores_codex":[0.9986324,0.00009758266,0.0001903972,0.0004631886,0.00005761284,0.0005588141],"domain_scores_gemma":[0.9994044,0.00007781886,0.00002158511,0.0003596673,0.00002782231,0.0001086885],"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":[0.00008538673,0.0001737092,0.001432505,0.0001714445,0.0001497301,0.0004066768,0.00123913,0.00009025326,0.4402623,0.000009562023,0.5529538,0.003025537],"study_design_scores_gemma":[0.0005515068,0.0002222567,0.0009155318,0.00002519487,0.00004488953,0.00003413504,0.0001024197,0.000007579188,0.2350824,0.000003359591,0.7628485,0.0001622702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9180417,0.04607715,0.00009614979,0.0005250148,0.001217,0.0005919253,0.000344464,0.00017622,0.03293034],"genre_scores_gemma":[0.7053004,0.000185844,0.0000765102,0.00009158456,0.00004854595,0.00004478753,0.0001142136,0.00002517339,0.294113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2611826,"threshold_uncertainty_score":0.9981178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00788168754918096,"score_gpt":0.2166617427250685,"score_spread":0.2087800551758875,"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."}}