{"id":"W4391027613","doi":"10.1002/vetr.3879","title":"Cases of lungworm in cattle continue into the final quarter of 2023","year":2024,"lang":"en","type":"article","venue":"Veterinary Record","topic":"Helminth infection and control","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Lungworm; Quarter (Canadian coin); Veterinary medicine; Animal science; Biology; Geography; Zoology; Medicine; Helminths; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006891612,0.0001836549,0.0002063422,0.00141247,0.0008327597,0.00146557,0.0002522873,0.0008235321,0.01082273],"category_scores_gemma":[0.002485656,0.0001354564,0.0001970474,0.00184673,0.0003471836,0.0005481325,0.0002996583,0.0006885929,0.002777671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008010421,"about_ca_system_score_gemma":0.001198427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06100912,"about_ca_topic_score_gemma":0.09389401,"domain_scores_codex":[0.9992263,0.00006891968,0.00005382089,0.00006281999,0.0002660302,0.0003221023],"domain_scores_gemma":[0.9972944,0.000478766,0.0008622154,0.00008141774,0.0009261466,0.0003572027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000383097,0.0001052535,0.88622,0.0003019224,0.00004512825,0.001381332,0.0003745589,0.0001371646,0.003432018,0.0005324492,0.03604993,0.07103711],"study_design_scores_gemma":[0.00001051757,0.0001459312,0.9217419,0.0001614486,0.00003560993,0.002938591,0.001166835,0.0002231829,0.00150306,0.0001125486,0.07194558,0.00001475373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.851583,0.01394496,0.001519428,0.005940076,0.00130621,0.00008561486,0.03168234,0.0003675163,0.09357091],"genre_scores_gemma":[0.9436263,0.007611425,0.000758765,0.001481525,0.0004025284,0.00002640846,0.01753722,0.00002960737,0.02852618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06100912,"threshold_uncertainty_score":0.121308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07140386829277852,"score_gpt":0.3445142484867051,"score_spread":0.2731103801939266,"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."}}