{"id":"W2606850629","doi":"10.1016/j.heliyon.2017.e00291","title":"Self-assembled particulate PsaA as vaccine against Streptococcus pneumoniae infection","year":2017,"lang":"en","type":"article","venue":"Heliyon","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Agency of Canada","keywords":"Microbiology; Antigenicity; Bacterial adhesin; Streptococcus pneumoniae; Virulence; Antigen; Escherichia coli; Biology; Monoclonal antibody; Polyhydroxybutyrate; Serotype; Chemistry; Antibody; Bacteria; Biochemistry; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001779946,0.0002380946,0.0003412724,0.0001423951,0.0008102483,0.0001316499,0.0001103306,0.0001968155,0.0001036794],"category_scores_gemma":[0.0001847081,0.0001977736,0.0001893356,0.0001153973,0.00001862383,0.0002593138,0.00007962649,0.000329117,0.001163919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206595,"about_ca_system_score_gemma":0.0001372039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003749894,"about_ca_topic_score_gemma":0.0001214654,"domain_scores_codex":[0.9986207,0.00005363503,0.0003277075,0.0003652449,0.0002426315,0.0003900399],"domain_scores_gemma":[0.998355,0.00002858327,0.000226387,0.0009365074,0.0001659023,0.0002876261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002990323,0.0003835097,0.640484,0.0003244238,0.0001497511,0.000157539,0.0001017614,0.00002804394,0.3542943,0.000131416,0.0001711734,0.003744171],"study_design_scores_gemma":[0.00216095,0.0005089552,0.8532571,0.000373348,0.0002220116,0.00009704811,0.0000155111,0.0002304872,0.04086374,0.00004765256,0.1019522,0.000270949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761152,0.0001238453,0.00002638819,0.002222965,0.0007427089,0.0006194699,0.000002130534,0.0004227552,0.0197245],"genre_scores_gemma":[0.9967819,0.001242228,0.00002093031,0.0008208583,0.0004603617,0.0001076752,0.000007070083,0.00003898347,0.000519976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3134305,"threshold_uncertainty_score":0.9996138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658837959289823,"score_gpt":0.3059802547841649,"score_spread":0.2893918751912666,"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."}}