{"id":"W4417448013","doi":"10.1177/10406387251401665","title":"Histologic patterns of chronic interstitial lung disease in dogs","year":2025,"lang":"en","type":"article","venue":"Journal of Veterinary Diagnostic Investigation","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hyaline; Diffuse alveolar damage; Lung; Interstitial lung disease; Fibrin; Fibrosis; Respiratory distress; Autopsy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000332261,0.0001489171,0.000221908,0.001688943,0.0002058207,0.0003886047,0.0001264729,0.0002644443,0.0007384296],"category_scores_gemma":[0.0005024052,0.0001982712,0.0001199003,0.0004188226,0.0004179566,0.0002734473,0.0002368513,0.000120596,0.0002043348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000251227,"about_ca_system_score_gemma":0.0001057623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008092452,"about_ca_topic_score_gemma":0.001724247,"domain_scores_codex":[0.9997218,0.00004303359,0.00004746289,0.00007423691,0.00006631462,0.00004721297],"domain_scores_gemma":[0.9995512,0.00005610455,0.0001936646,0.00002767884,0.00008234237,0.00008897069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004490062,0.00006449899,0.8824345,0.0001367201,0.00004432139,0.003218466,0.0003780734,0.0001701634,0.1040115,0.0001011023,0.0001990484,0.008792527],"study_design_scores_gemma":[0.00001548879,0.0004550145,0.9766065,0.00001755962,0.00002879897,0.0166308,0.0003173155,0.0002853532,0.004294766,0.00006362418,0.001275228,0.000009360915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975697,0.0009161829,0.0004990872,0.00001576843,0.000004592799,0.00002203511,0.0001324194,0.00001410138,0.0008259923],"genre_scores_gemma":[0.9985746,0.0002855186,0.0006031017,0.00001643197,0.000006181317,0.00001065026,0.0002541049,0.000002319805,0.0002469495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001688943,"threshold_uncertainty_score":0.002470315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535959397067691,"score_gpt":0.2883628245428673,"score_spread":0.2730032305721903,"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."}}