{"id":"W409702455","doi":"10.1016/j.cveq.2015.04.008","title":"Respiratory Disease","year":2015,"lang":"en","type":"review","venue":"Veterinary Clinics of North America Equine Practice","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Intensive care medicine; Respiratory tract; Disease; Respiratory system; Modalities; Respiratory disease; Selection (genetic algorithm); Diagnostic test; Pathology; Internal medicine; Emergency medicine; Computer science; Lung; Artificial intelligence","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":["metaepi_narrow"],"category_scores_codex":[0.003994804,0.001640838,0.005345734,0.0009935704,0.0001958697,0.0001097023,0.003218021,0.0005784222,0.0006733391],"category_scores_gemma":[0.02567549,0.00148286,0.001754817,0.00231798,0.00125333,0.001336233,0.003878767,0.003243333,0.00335043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005118431,"about_ca_system_score_gemma":0.004753414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005317801,"about_ca_topic_score_gemma":0.000001156552,"domain_scores_codex":[0.9843707,0.004772463,0.004210811,0.002110326,0.002923256,0.001612446],"domain_scores_gemma":[0.9799598,0.007962359,0.004258242,0.004074031,0.001363046,0.002382556],"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":[0.003725952,0.001396409,0.00001519432,0.01936851,0.0006452324,0.01641949,0.00005067309,0.000002804418,0.000001062832,0.0000159133,0.008390174,0.9499686],"study_design_scores_gemma":[0.0007034788,0.03329372,0.00001591425,0.004496652,0.002082722,0.001628987,0.00003957142,0.00003969757,9.190449e-9,0.00003025864,0.9564052,0.00126383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003541646,0.9905536,0.0001366746,0.0003034919,0.00127088,0.002195211,0.001229215,0.0003269911,0.003629762],"genre_scores_gemma":[0.0001871109,0.9920214,0.003313564,0.0007166672,0.001190758,0.0005815949,0.0009037167,0.0004771424,0.000607981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9487048,"threshold_uncertainty_score":0.9996339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4222379111933202,"score_gpt":0.5512220653616154,"score_spread":0.1289841541682953,"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."}}