{"id":"W4400800212","doi":"10.1021/acsomega.4c04829","title":"Development of a Crystallographic Screening to Identify Sudan Virus VP40 Ligands","year":2024,"lang":"en","type":"article","venue":"ACS Omega","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Virology; Virus; Crystallography; Biology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003151043,0.0001533222,0.0003179235,0.0004249427,0.00008971994,0.00003353706,0.000103176,0.00006389763,0.00002044553],"category_scores_gemma":[0.0001414412,0.0001355272,0.0000846425,0.0007655869,0.0000529359,0.00008095543,0.0001609613,0.0001504839,0.00009055377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004997725,"about_ca_system_score_gemma":0.0001234284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002574035,"about_ca_topic_score_gemma":0.001247409,"domain_scores_codex":[0.998667,0.00001050611,0.0003838337,0.0002783141,0.0003758525,0.0002844973],"domain_scores_gemma":[0.9994397,0.00006309984,0.0000336606,0.0002247765,0.00009913606,0.0001396137],"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":[0.0001054795,0.0001391736,0.08977424,0.0007904152,0.000954527,0.0003666379,0.01153283,0.000003130977,0.8313066,0.0005520566,0.008751336,0.0557236],"study_design_scores_gemma":[0.0006953331,0.000293308,0.5359012,0.00196096,0.0002102303,0.00004259389,0.0004114624,0.00003262312,0.176635,0.0001364582,0.2832788,0.0004020193],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943305,0.001663314,0.001114447,0.0005614449,0.0002071207,0.0002650496,0.00001170038,0.0001517472,0.001694727],"genre_scores_gemma":[0.9902373,0.0001223434,0.008436441,0.0003547883,0.00009573314,0.00005156457,0.00001206592,0.00003327411,0.0006564859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6546716,"threshold_uncertainty_score":0.5526639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04096903010910709,"score_gpt":0.3368917639033722,"score_spread":0.2959227337942651,"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."}}