{"id":"W2897938440","doi":"10.1637/11840-041218-reg.1","title":"<i>In Ovo</i>Administration of Innate Immune Stimulants and Protection from Early Chick Mortalities due to Yolk Sac Infection","year":2018,"lang":"en","type":"article","venue":"Avian Diseases","topic":"Immune Response and Inflammation","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"In ovo; Biology; Antibiotics; Innate immune system; Immune system; Yolk sac; Microbiology; Immunity; Antimicrobial; Immunology; Embryo","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009600564,0.0001132293,0.000186193,0.000152996,0.00009555744,0.00001789188,0.00005060556,0.0001128999,0.0001339935],"category_scores_gemma":[0.0001064339,0.0001110088,0.00003702055,0.0001309627,0.0001250033,0.0002812801,0.00003142946,0.00008395523,0.0001282369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002191926,"about_ca_system_score_gemma":0.00004898931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002971692,"about_ca_topic_score_gemma":0.0002545521,"domain_scores_codex":[0.9991747,0.0001582726,0.0002889876,0.000179699,0.00003416738,0.0001642246],"domain_scores_gemma":[0.9996012,0.00003941551,0.000108993,0.0001646222,0.00006707083,0.00001868945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003035449,0.0002100768,0.04883421,0.00005373767,0.000125685,0.000008866578,0.001924183,0.000004224191,0.9350557,0.0002991291,0.00008294731,0.01036582],"study_design_scores_gemma":[0.0005055704,0.0004233908,0.7373326,0.00007444646,0.00002663972,0.000008026781,0.00006683305,0.000005783712,0.260626,0.0004876566,0.0003484147,0.00009452854],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982691,0.0005834841,0.0001474045,0.0001327473,0.0003036956,0.0003643018,0.00006033873,0.00003455643,0.0001043181],"genre_scores_gemma":[0.9993406,0.000038837,0.00001134789,0.00004286085,0.00005502064,0.00004790123,0.0001048591,0.000009136445,0.0003494502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6884984,"threshold_uncertainty_score":0.4526809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009702674757493784,"score_gpt":0.2432273132277371,"score_spread":0.2335246384702433,"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."}}