{"id":"W4411976460","doi":"10.3390/applmicrobiol5030064","title":"Functional Versatility of Vibrio cholerae Outer Membrane Proteins","year":2025,"lang":"en","type":"article","venue":"Applied Microbiology","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada","keywords":"Vibrio cholerae; Microbiology; Bacterial outer membrane; Biology; Chemistry; Bacteria; Escherichia coli; Biochemistry; Genetics","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":[0.000336307,0.0003976018,0.0003371448,0.0006456209,0.0001527143,0.001016755,0.0002387224,0.0003501074,0.0006563922],"category_scores_gemma":[0.0002783039,0.0001423223,0.0003515901,0.0006016648,0.000291394,0.0005834203,0.0002978264,0.0004703119,0.0004914461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005150241,"about_ca_system_score_gemma":0.0005581019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008681795,"about_ca_topic_score_gemma":0.0007504076,"domain_scores_codex":[0.9997994,0.000032099,0.00002102483,0.00004549778,0.00006478329,0.00003720787],"domain_scores_gemma":[0.9999262,0.00001582807,0.00001340875,0.000003853997,0.00002921543,0.00001160435],"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":[0.0003981248,0.00004135911,0.001624308,0.009327079,0.0001353908,0.001081786,0.0006033212,0.001241515,0.7814389,0.007134287,0.004558192,0.1924157],"study_design_scores_gemma":[0.00003566732,0.0007997155,0.01621429,0.0009959545,0.0003453068,0.005214884,0.0009246235,0.0008843365,0.2321032,0.005137637,0.7372344,0.0001100307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1281643,0.8394299,0.004696948,0.001916442,0.0006275851,0.00002888354,0.001265906,0.0001549251,0.02371501],"genre_scores_gemma":[0.4788364,0.5051262,0.004762503,0.0008986886,0.0003426818,0.00004463023,0.00185224,0.00006086242,0.008075847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001016755,"threshold_uncertainty_score":0.003736794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008721269369195291,"score_gpt":0.2378378514812562,"score_spread":0.2291165821120609,"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."}}