{"id":"W4395098338","doi":"10.5376/amb.2024.14.0002","title":"Genetic Resolution of Disease Resistance in Poultry A Genome Wide Association Study Perspective","year":2024,"lang":"en","type":"article","venue":"Animal Molecular Breeding","topic":"Livestock and Poultry Management","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Genome-wide association study; Resistance (ecology); Association (psychology); Biology; Disease; Genetics; Genome; Genetic association; Genotype; Medicine; Computer science; Single-nucleotide polymorphism; Gene; Psychology; Artificial intelligence; Pathology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001323588,0.0003513604,0.0003997529,0.0009833879,0.0003439222,0.0006749922,0.0003084036,0.0005345991,0.001773193],"category_scores_gemma":[0.001248025,0.0001663616,0.0006502988,0.001019801,0.0003661026,0.0002509044,0.0003884766,0.0006067089,0.0001366659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122375,"about_ca_system_score_gemma":0.0002005354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002564806,"about_ca_topic_score_gemma":0.003863013,"domain_scores_codex":[0.9992598,0.0002800481,0.00005076863,0.0002780753,0.00007772554,0.00005373232],"domain_scores_gemma":[0.9991259,0.000433453,0.000173542,0.0001009501,0.00008144631,0.00008475581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001266384,0.0001319131,0.8417283,0.0002303509,0.003407324,0.001617063,0.0003906395,0.0006512226,0.1211316,0.001070912,0.0007055222,0.0276687],"study_design_scores_gemma":[0.00003050972,0.0001502066,0.9931432,0.0000236589,0.0007271098,0.0007630226,0.0002406393,0.0007393579,0.001932985,0.0006265428,0.001610246,0.0000125124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989902,0.004559521,0.003223794,0.000573,0.00004275377,0.000008328058,0.0004943801,0.00002895119,0.00116735],"genre_scores_gemma":[0.9968184,0.000692822,0.001717568,0.0001612084,0.00003210031,0.000005419878,0.0002153519,0.000008795711,0.0003482879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002564806,"threshold_uncertainty_score":0.00699985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245351049246055,"score_gpt":0.2301561012420111,"score_spread":0.2177025907495506,"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."}}