{"id":"W3044746938","doi":"10.1042/etls20200042","title":"On use of animal models","year":2020,"lang":"en","type":"review","venue":"Emerging Topics in Life Sciences","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Immune system; Immunology; Proinflammatory cytokine; Antigen; Reproductive immunology; Biology; Innate immune system; T cell; Pregnancy; Reproductive technology; Inflammation; Genetics; Lactation","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":[0.0004288917,0.0002105985,0.0009856286,0.0002221269,0.00008925086,0.0000122846,0.0004778055,0.0002091323,0.00007969184],"category_scores_gemma":[0.0004504167,0.0001530968,0.000182973,0.0005027197,0.0003364304,0.0001467078,0.0001219192,0.0003161513,0.00006633416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002131399,"about_ca_system_score_gemma":0.0002603703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005168023,"about_ca_topic_score_gemma":0.000002553401,"domain_scores_codex":[0.9981958,0.0003887184,0.0005549915,0.000557673,0.00006982635,0.0002329736],"domain_scores_gemma":[0.9991299,0.0002361614,0.0003014295,0.0002884134,0.00002656133,0.00001754033],"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":[0.00001994202,0.0001246842,0.0002008061,0.006689226,0.0002198501,0.00001499282,0.001361594,0.0001866732,0.00003131612,0.163101,0.005879676,0.8221702],"study_design_scores_gemma":[0.0000676272,0.0001998542,0.00001271986,0.005535616,0.00003744826,0.00000794147,0.00002924535,0.000005195807,0.00001412449,0.0009718254,0.9929414,0.0001769859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000751943,0.9954024,0.00002275494,0.0001484141,0.001275243,0.0002873007,0.00001852916,0.00002006847,0.002750077],"genre_scores_gemma":[0.0006621382,0.9983211,0.0001495503,0.00003322865,0.0001065451,0.00001872365,0.00000862484,0.000009800981,0.0006903497],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9870617,"threshold_uncertainty_score":0.6243106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1785638408976281,"score_gpt":0.3663649740551058,"score_spread":0.1878011331574778,"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."}}