{"id":"W4224979551","doi":"10.3390/vaccines10050685","title":"Live-Attenuated Oral Vaccines to Reduce Campylobacter Colonization in Poultry","year":2022,"lang":"en","type":"article","venue":"Vaccines","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Livestock and Meat Agency; Canadian Poultry Research Council","keywords":"Colonization; Campylobacter jejuni; Campylobacteriosis; Campylobacter; Biology; Feces; Microbiology; Mutant; Poultry farming; Bacteria; Ecology","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":[0.0001592877,0.0005208071,0.000391205,0.0001937724,0.0001035888,0.0002089624,0.000318448,0.0005561135,0.001200269],"category_scores_gemma":[0.0001372256,0.0001437836,0.0002820432,0.00007058682,0.0002445823,0.0002279294,0.0001791924,0.001192485,0.0001768615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199284,"about_ca_system_score_gemma":0.0002179036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007975583,"about_ca_topic_score_gemma":0.001337342,"domain_scores_codex":[0.9998379,0.00001935826,0.00001037568,0.00003322955,0.00005089509,0.00004823579],"domain_scores_gemma":[0.9998976,0.00001582294,0.00003189266,0.00001002201,0.00001614967,0.00002851798],"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":[0.0001929029,0.0004082729,0.0001547637,0.00008431228,0.000008697648,0.00002115225,0.00001148394,0.0001199061,0.9956126,0.00003794657,0.00006370618,0.003284284],"study_design_scores_gemma":[0.0001484051,0.01418712,0.008484382,0.00003736766,0.00007829316,0.0002227308,0.00005820602,0.00121859,0.9728952,0.00007247642,0.002587724,0.000009457139],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934614,0.001995696,0.00309503,0.0001434431,0.0001088671,0.0001330812,0.0001966459,0.00009335374,0.0007726285],"genre_scores_gemma":[0.9897969,0.001519388,0.004426546,0.0001380124,0.00003553766,0.0001121347,0.0005629125,0.00001899313,0.003389546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001200269,"threshold_uncertainty_score":0.004015267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02757127906587043,"score_gpt":0.258631793432231,"score_spread":0.2310605143663605,"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."}}