{"id":"W4221094935","doi":"10.3390/vaccines10030473","title":"Comparative Reverse Vaccinology of Piscirickettsia salmonis, Aeromonas salmonicida, Yersinia ruckeri, Vibrio anguillarum and Moritella viscosa, Frequent Pathogens of Atlantic Salmon and Lumpfish Aquaculture","year":2022,"lang":"en","type":"article","venue":"Vaccines","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Yersinia ruckeri; Microbiology; Aeromonas salmonicida; Vibrio anguillarum; Antigen; Reverse vaccinology; Aeromonas; Virology; Vibrio; Epitope; Fishery; Bacteria; Genetics; Rainbow trout","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003979325,0.0005929798,0.0003888623,0.0002692113,0.000136865,0.0003377976,0.0002256187,0.0002834501,0.0005776373],"category_scores_gemma":[0.0002964064,0.00018146,0.000564201,0.0002459121,0.0001890354,0.0002922375,0.0002912442,0.0006296196,0.0002125107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087803,"about_ca_system_score_gemma":0.0002045114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003896698,"about_ca_topic_score_gemma":0.0004181789,"domain_scores_codex":[0.9997339,0.00003899602,0.00002704877,0.00007985156,0.00006815862,0.00005205162],"domain_scores_gemma":[0.9998593,0.00003257172,0.00003763637,0.00002212942,0.00003426562,0.00001409696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001254355,0.00004048368,0.00095612,0.00007454629,0.00001684217,0.0000359735,0.00002372095,0.0001446659,0.996321,0.00004649137,0.00004744546,0.002167309],"study_design_scores_gemma":[0.00002657254,0.00170199,0.01916829,0.00001685613,0.0001597016,0.0005972379,0.00009900908,0.00501751,0.9671953,0.0001181471,0.005883263,0.00001612698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930675,0.0007062189,0.004784027,0.00004323702,0.00004606228,0.00005492121,0.0007470687,0.0000690859,0.0004818935],"genre_scores_gemma":[0.9752954,0.0009731754,0.01414494,0.0001302097,0.00002390839,0.00008186066,0.007499755,0.00006336412,0.001787449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005929798,"threshold_uncertainty_score":0.002104521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227863165950282,"score_gpt":0.2307581971792717,"score_spread":0.2184795655197689,"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."}}