{"id":"W3215471224","doi":"10.3390/vaccines9121386","title":"Engineering Antigens to Assemble into Polymer Particle Vaccines for Prevention of Streptococcus suis Infection","year":2021,"lang":"en","type":"article","venue":"Vaccines","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Australian Research Council","keywords":"Streptococcus suis; Antigen; Virology; Microbiology; Medicine; Biology; Immunology; Genetics; Gene; Virulence","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":[0.00005783799,0.0001327063,0.0002577852,0.0001077846,0.00006130276,0.00001668745,0.00002330997,0.00006119579,0.000222378],"category_scores_gemma":[0.0001775015,0.0001188663,0.0001587343,0.0004571016,0.000002652287,0.00009517308,0.00002942616,0.00004139351,0.00002081542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004172381,"about_ca_system_score_gemma":0.00004656961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002288868,"about_ca_topic_score_gemma":0.0001671025,"domain_scores_codex":[0.9991987,0.00001347202,0.0002747888,0.0002419971,0.00008360402,0.0001874439],"domain_scores_gemma":[0.9992586,0.00006078391,0.00006013341,0.0002434805,0.0002708054,0.0001062106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007620155,0.0004474455,0.7300967,0.0001582463,0.000198174,0.000004719235,0.00007375444,0.0001224601,0.2563649,0.0002141282,0.0003828875,0.01186035],"study_design_scores_gemma":[0.001102347,0.0003471396,0.3967801,0.00009053072,0.0001354793,0.00001105037,0.00002512575,0.0003981942,0.5997584,0.00006711512,0.001204865,0.00007967868],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933109,0.00027124,0.004909848,0.000360478,0.0002691564,0.0006976525,0.000006085774,0.0000799159,0.00009478071],"genre_scores_gemma":[0.9967914,0.00003624781,0.001419533,0.00002912604,0.0001706639,0.0002563823,0.00003452105,0.00002314014,0.001238957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3433934,"threshold_uncertainty_score":0.4847228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02384803648770231,"score_gpt":0.3259982416878742,"score_spread":0.3021502052001719,"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."}}