{"id":"W4200074946","doi":"10.1093/ilar/ilab028","title":"Research-Relevant Clinical Pathology Resources: Emphasis on Mice, Rats, Rabbits, Dogs, Minipigs, and Non-Human Primates","year":2021,"lang":"en","type":"review","venue":"ILAR Journal","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Pathology; Clinical pathology; Medicine; Specialty; Animals laboratory","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00972892,0.0009215505,0.004072703,0.001200427,0.00220917,0.0002323755,0.00124817,0.003364533,0.00107177],"category_scores_gemma":[0.002136816,0.0007034192,0.001296091,0.0005177544,0.002289375,0.0001450934,0.0007651767,0.009334046,0.001157046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001950866,"about_ca_system_score_gemma":0.001204394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001245715,"about_ca_topic_score_gemma":0.000008454246,"domain_scores_codex":[0.9790069,0.01552332,0.00261528,0.001147709,0.0002002275,0.001506589],"domain_scores_gemma":[0.9919013,0.005250509,0.001212643,0.001036309,0.0004396008,0.0001595818],"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":[0.0007094224,0.001342852,0.0001247543,0.002309004,0.003715816,0.003412608,0.0006238882,1.061037e-7,0.003637731,0.0002720414,0.1005688,0.883283],"study_design_scores_gemma":[0.001668656,0.001721457,0.000308338,0.009702048,0.0008903568,0.01663683,0.0003259961,4.28986e-8,0.0002956277,0.00005704626,0.9677554,0.0006381551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01461654,0.9808124,0.00000411094,0.0002896571,0.002765473,0.0007414614,0.0001117347,0.00005010256,0.0006085223],"genre_scores_gemma":[0.0003722585,0.9915972,0.0001139775,0.0002514988,0.0005097694,0.00008039667,0.0003277578,0.0001330994,0.006614044],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8826448,"threshold_uncertainty_score":0.9998414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09428134664354841,"score_gpt":0.4383676932803806,"score_spread":0.3440863466368322,"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."}}