{"id":"W3026029699","doi":"10.3389/fimmu.2020.00765","title":"From Beef to Bees: High-Throughput Kinome Analysis to Understand Host Responses of Livestock Species to Infectious Diseases and Industry-Associated Stress","year":2020,"lang":"en","type":"review","venue":"Frontiers in Immunology","topic":"Animal Virus Infections Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Agriculture - Saskatchewan","keywords":"Kinome; Livestock; Biotechnology; Host (biology); Computer science; Biology; Ecology; Kinase","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":[0.001075514,0.0008375998,0.001042315,0.002199942,0.0002302914,0.00109499,0.0007656796,0.001112739,0.003348701],"category_scores_gemma":[0.0009360821,0.0002976813,0.0007201041,0.00152423,0.0005090308,0.001599359,0.0007360749,0.002211737,0.002454536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007252687,"about_ca_system_score_gemma":0.0008665229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041972,"about_ca_topic_score_gemma":0.001792637,"domain_scores_codex":[0.9997817,0.0000442239,0.00002132001,0.00004376561,0.00008594179,0.00002313061],"domain_scores_gemma":[0.9994527,0.0002635965,0.00005685689,0.00001780221,0.0001590328,0.00005003907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001100502,0.00007299244,0.0002839004,0.0148073,0.0001707513,0.0001584144,0.00007713347,0.0003870593,0.00840224,0.006510972,0.03438923,0.93463],"study_design_scores_gemma":[0.00002101102,0.00016164,0.001571237,0.003086964,0.00015388,0.0008709673,0.0000855083,0.0001951524,0.002679299,0.004202032,0.9869279,0.00004441136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001974184,0.9970772,0.0005629909,0.0004595214,0.0002892706,0.000009485578,0.00003838949,0.00001524632,0.001350422],"genre_scores_gemma":[0.001334698,0.9958943,0.0008290903,0.0004930426,0.0001886828,0.00001514209,0.00008152674,0.000005121338,0.001158339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003348701,"threshold_uncertainty_score":0.01120257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03552278716795985,"score_gpt":0.2713331197202884,"score_spread":0.2358103325523285,"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."}}