{"id":"W4220974204","doi":"10.1177/10406387221081217","title":"Special section on diseases of the equine gastrointestinal tract","year":2022,"lang":"en","type":"editorial","venue":"Journal of Veterinary Diagnostic Investigation","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Gastrointestinal tract; Section (typography); Medicine; Pathology; Biology; Internal medicine; Computer science","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001815732,0.0005929012,0.001002392,0.0006363543,0.0003357347,0.00008792999,0.001497182,0.0003564627,0.002268251],"category_scores_gemma":[0.05363177,0.0004563385,0.0007406652,0.0006529517,0.0006396061,0.0004205087,0.0007201608,0.003754765,0.0000266109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050151,"about_ca_system_score_gemma":0.001901511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005247973,"about_ca_topic_score_gemma":0.000001789667,"domain_scores_codex":[0.9907914,0.001710799,0.001888246,0.0005152833,0.004509388,0.000584903],"domain_scores_gemma":[0.9822406,0.01266027,0.002929248,0.0008133933,0.0008906972,0.0004657531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003343077,0.0007973223,0.001233632,0.0006346462,0.00007794345,0.004648337,0.0002003084,0.0002106197,0.004442817,0.0000247996,0.9832998,0.001086686],"study_design_scores_gemma":[0.002831876,0.134822,0.03024552,0.006007883,0.0005547036,0.01196765,0.000227242,0.00009460385,0.0001043573,0.0007721141,0.8116423,0.0007298079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.3223962,0.0001930642,0.00003711004,0.0005945205,0.6751145,0.0005907238,0.0005601768,0.00002960733,0.00048412],"genre_scores_gemma":[0.1120776,0.0001464269,0.0002952427,0.00007525915,0.886676,0.00006285958,0.0002285771,0.0001274933,0.0003105983],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2115615,"threshold_uncertainty_score":0.9997888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06514724861958975,"score_gpt":0.3555802755040529,"score_spread":0.2904330268844632,"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."}}