{"id":"W4415015797","doi":"10.3168/jds.2025-26764","title":"Invited review: Lung ultrasonography—Improving our understanding and management of respiratory disease in young calves","year":2025,"lang":"en","type":"review","venue":"Journal of Dairy Science","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Cegep de Saint Hyacinthe","funders":"","keywords":"Subclinical infection; Pneumonia; Lung; Bovine respiratory disease; Context (archaeology); Bacterial pneumonia; Culling; Clinical trial","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":[0.002155691,0.001286911,0.003162277,0.00391062,0.0004713134,0.002904033,0.002153438,0.004753025,0.01659144],"category_scores_gemma":[0.008820092,0.0004548625,0.001360683,0.002669336,0.0007256828,0.002790673,0.00137767,0.002875842,0.006593597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509117,"about_ca_system_score_gemma":0.002920931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001474427,"about_ca_topic_score_gemma":0.001837623,"domain_scores_codex":[0.9984675,0.0003919554,0.0003437751,0.0002395957,0.0004592538,0.00009796109],"domain_scores_gemma":[0.9925046,0.002454874,0.0008706367,0.000124816,0.003399063,0.000645943],"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":[0.0002754901,0.00006170457,0.0002892276,0.0536676,0.0002176237,0.0002933056,0.0001129309,0.0001634809,0.0008918129,0.0007920168,0.6565137,0.2867211],"study_design_scores_gemma":[0.00004476542,0.00008821298,0.0009440429,0.01654935,0.0002522192,0.0009065984,0.00011862,0.00006573412,0.0001793404,0.0007312349,0.9800841,0.00003589974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001775854,0.9318361,0.0002569314,0.01200213,0.05359443,0.0000777554,0.0002000264,0.00004027973,0.001814793],"genre_scores_gemma":[0.001307077,0.934263,0.0003826733,0.01066937,0.04993952,0.00009121003,0.0003125405,0.00002510427,0.003009575],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01659144,"threshold_uncertainty_score":0.05550385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0950226640208389,"score_gpt":0.4176696927764301,"score_spread":0.3226470287555911,"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."}}