{"id":"W4391109339","doi":"10.1111/jvim.16980","title":"Breath characteristics and adventitious lung sounds in healthy and asthmatic horses","year":2024,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Cegep de Saint Hyacinthe","funders":"Institut Suisse de Médecine Équine","keywords":"Medicine; Auscultation; Crackles; Horse; Respiratory sounds; Respiratory system; Asthma; Lung; Internal 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":[0.0004863013,0.0002453009,0.0002721154,0.00125186,0.0002199949,0.0003999208,0.000204597,0.000585778,0.001050784],"category_scores_gemma":[0.002018937,0.0001851636,0.0001338757,0.0003098152,0.0005548497,0.0004115302,0.0003387481,0.0001849092,0.000218148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002262,"about_ca_system_score_gemma":0.00008576225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006142354,"about_ca_topic_score_gemma":0.0009336428,"domain_scores_codex":[0.9995356,0.0001008344,0.00006350132,0.0001290191,0.0001020631,0.00006897185],"domain_scores_gemma":[0.998857,0.000273837,0.0005337183,0.00005148426,0.00009890649,0.0001850063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005731954,0.0001355743,0.9865422,0.00004017498,0.00002437093,0.0003822077,0.0001974764,0.00002685401,0.00905383,0.0000122931,0.00003490216,0.002976944],"study_design_scores_gemma":[0.0000081909,0.0005278773,0.9976125,0.000007326572,0.00001699072,0.0009185704,0.000156266,0.00007331238,0.000601484,0.0000077488,0.00006709134,0.000002730785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997061,0.0001479473,0.0000426187,0.000003650824,9.975048e-7,0.000005700128,0.00002601594,0.000001152742,0.00006573963],"genre_scores_gemma":[0.999719,0.00005406111,0.0001042449,0.00000643765,0.000004946534,0.00000584591,0.00006517533,5.788251e-7,0.00003953811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00125186,"threshold_uncertainty_score":0.003515184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06573796274273232,"score_gpt":0.4220381019383107,"score_spread":0.3563001391955783,"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."}}