{"id":"W7148629433","doi":"10.1637/aviandiseases-d-25-00056","title":"Congenital Cervical Vertebral Malformations and Recurrent Bacterial Infections in Chickens Associated with In Ovo Vaccination Equipment Malfunction","year":2025,"lang":"en","type":"article","venue":"Avian Diseases","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; Parks Canada; Université de Montréal; Cegep de Saint Hyacinthe","funders":"","keywords":"In ovo; Vaccination; Congenital malformations; Cervical vertebrae","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003106567,0.0004164341,0.0003294641,0.001487213,0.000598188,0.0006031291,0.0003531025,0.001090868,0.002826525],"category_scores_gemma":[0.00225264,0.0003518669,0.0003205234,0.0004657448,0.0009695815,0.0003358534,0.0003830847,0.0006861652,0.0002435552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004402104,"about_ca_system_score_gemma":0.0005607324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006781287,"about_ca_topic_score_gemma":0.00866955,"domain_scores_codex":[0.9994406,0.00006673434,0.00006428279,0.0001609106,0.0001337022,0.0001337411],"domain_scores_gemma":[0.9983727,0.000367682,0.000824389,0.0001054214,0.0001178351,0.0002119319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001461905,0.0000414623,0.9593419,0.00005738508,0.00003286705,0.02832982,0.0001718815,0.00009573357,0.007987964,0.00008283019,0.0001595973,0.003552265],"study_design_scores_gemma":[0.000004376451,0.0002833508,0.8791228,0.00006273119,0.00005837144,0.1164443,0.0008168339,0.0005790126,0.001945956,0.0000943996,0.0005697358,0.00001819613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973556,0.0006441465,0.0005671693,0.00007249365,0.00002693685,0.00001455475,0.0001240459,0.00001509728,0.001179892],"genre_scores_gemma":[0.9992983,0.0001676744,0.0002481173,0.00001798679,0.00001170465,0.000001999535,0.00007236085,0.000002266053,0.0001796698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006781287,"threshold_uncertainty_score":0.01348364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008046847007884739,"score_gpt":0.2575874204326478,"score_spread":0.249540573424763,"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."}}