{"id":"W4408051990","doi":"10.22541/au.174076077.75763811/v1","title":"Tracheal Collapse in Equines: Diagnosis, Management, and Surgical Challenges","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Medicine; Business; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001350972,0.00110763,0.001219528,0.002717424,0.001205459,0.001849261,0.0008246546,0.003592911,0.001519408],"category_scores_gemma":[0.003323259,0.0003409276,0.0005262719,0.0006801157,0.00172892,0.002473548,0.001571074,0.003424702,0.001005917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009695902,"about_ca_system_score_gemma":0.001158497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459346,"about_ca_topic_score_gemma":0.002726707,"domain_scores_codex":[0.9989151,0.0002289611,0.0001940072,0.0001487003,0.0003771933,0.0001360904],"domain_scores_gemma":[0.9989304,0.000467187,0.0002068253,0.00002396632,0.0001823755,0.0001892163],"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":[0.0003007828,0.0003061091,0.07114425,0.007479583,0.000174432,0.1683829,0.002819193,0.001945675,0.009551003,0.009274969,0.04840212,0.680219],"study_design_scores_gemma":[0.00002308438,0.0006130703,0.04060278,0.006494438,0.000135637,0.8128151,0.005298316,0.001619622,0.001694901,0.01392709,0.1165721,0.0002039085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.03864548,0.883645,0.01496615,0.04334865,0.004181441,0.000115462,0.0001814514,0.0002147215,0.01470168],"genre_scores_gemma":[0.1967913,0.7406137,0.01831171,0.009062936,0.03036827,0.0001239331,0.0004723819,0.0001032049,0.004152461],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003592911,"threshold_uncertainty_score":0.00714469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03863064303887663,"score_gpt":0.3146048367306633,"score_spread":0.2759741936917867,"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."}}