{"id":"W4402103716","doi":"10.18502/ijpa.v19i3.16387","title":"A New Immunogenic Structure of Polyepitopic Fusion against Leishmania major: In Silico Study","year":2024,"lang":"en","type":"article","venue":"Iranian Journal of Parasitology","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Shahid Chamran University of Ahvaz","keywords":"Antigen; Epitope; Immune system; Major histocompatibility complex; Biology; Leishmania; Leishmaniasis; CD8; Immunology; Virology; Parasite hosting; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003978784,0.0002293194,0.000974107,0.0008563079,0.00004694836,0.00002739082,0.0003197554,0.0001537831,0.0002168557],"category_scores_gemma":[0.0002322591,0.0001754007,0.0002398456,0.0006072213,0.0001127212,0.000144994,0.0000942514,0.0008796067,0.00001942012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001608663,"about_ca_system_score_gemma":0.0005443694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001506919,"about_ca_topic_score_gemma":0.0005633584,"domain_scores_codex":[0.9974917,0.0002726589,0.001019854,0.0002698074,0.0005448728,0.0004011076],"domain_scores_gemma":[0.9988606,0.0001862234,0.0002388419,0.00032622,0.0001968546,0.0001912337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009138838,0.000342987,0.7454515,0.0002149318,0.0007838819,0.005164066,0.004454394,0.0000138891,0.2135838,0.0000974984,0.001260538,0.02771869],"study_design_scores_gemma":[0.004365708,0.003254148,0.9803677,0.0004843286,0.0002280357,0.002164847,0.001978244,0.00003046258,0.00564861,0.0004358125,0.0008904455,0.0001516927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848427,0.01166288,0.00006208461,0.001909309,0.0008102152,0.0004270479,0.000005623749,0.00001712748,0.0002629862],"genre_scores_gemma":[0.9983324,0.0003608395,0.0005278982,0.00007077604,0.0005025314,0.000001506503,0.000001602164,0.00003055096,0.0001718573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2349162,"threshold_uncertainty_score":0.7152634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789182056317519,"score_gpt":0.347372118827258,"score_spread":0.3294802982640828,"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."}}