{"id":"W2022964359","doi":"10.1637/8841-040309-reg.1","title":"Studying Possible Cross-Protection of Canada Geese Preexposed to North American Low Pathogenicity Avian Influenza Virus Strains (H3N8, H4N6, and H5N2) Against an H5N1 Highly Pathogenic Avian Influenza Challenge","year":2010,"lang":"en","type":"article","venue":"Avian Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"Canadian Food Inspection Agency","keywords":"Influenza A virus subtype H5N1; Biology; Virology; Virus; H5N1 genetic structure; Pathogenicity; Microbiology; Coronavirus disease 2019 (COVID-19); Medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004002267,0.0007852382,0.001154732,0.000527357,0.0008412882,0.0001611434,0.000567155,0.0001715994,0.0000468396],"category_scores_gemma":[0.001501788,0.0007465887,0.0002499161,0.00110445,0.0009077285,0.0006038898,0.0004448798,0.001008111,0.00001776004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004523626,"about_ca_system_score_gemma":0.001947212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1160746,"about_ca_topic_score_gemma":0.6891654,"domain_scores_codex":[0.994317,0.0002842473,0.001084803,0.001262901,0.001467447,0.001583611],"domain_scores_gemma":[0.9950079,0.0001304318,0.0004723199,0.001482886,0.0008807508,0.002025737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001608139,0.0012824,0.840884,0.0005963937,0.0004767435,0.0003637818,0.002348219,0.0001944759,0.1058059,0.00002535509,0.00004708649,0.04636753],"study_design_scores_gemma":[0.002722793,0.00172703,0.9896452,0.0001595593,0.0001946168,0.00001229772,0.001211098,0.0001401418,0.002843577,0.00002743577,0.0005829491,0.0007333303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936042,0.0006451476,0.00001197971,0.0001858606,0.0001890351,0.00255172,0.002400972,0.0002083944,0.0002026826],"genre_scores_gemma":[0.9960918,0.0001267904,0.00027675,0.002524379,0.00036208,0.0003377065,0.00008114384,0.0001364459,0.00006283324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5730908,"threshold_uncertainty_score":0.9994985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04371167684051015,"score_gpt":0.3290503814572623,"score_spread":0.2853387046167522,"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."}}