{"id":"W3172903954","doi":"10.1016/j.jval.2021.04.1193","title":"PVM1 Dog Owners Preferences for Preventive Antiparasitic Treatment for Their Dogs: A Discrete Choice Experiment (DCE) in the UK","year":2021,"lang":"en","type":"article","venue":"Value in Health","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Zoetis (Canada)","funders":"","keywords":"Lungworm; Multinomial logistic regression; Veterinary medicine; Animal welfare; Medicine; Mange; Environmental health; Biology; Statistics; Immunology","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":[0.001295761,0.0002120568,0.0004778534,0.0001535838,0.0004972346,0.0009461494,0.000303838,0.0009197745,0.007731795],"category_scores_gemma":[0.004079701,0.0003023023,0.0002791481,0.0001462128,0.0008279068,0.0005125468,0.0005341392,0.001084616,0.0006987067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332602,"about_ca_system_score_gemma":0.0005397067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02041071,"about_ca_topic_score_gemma":0.03069409,"domain_scores_codex":[0.9988205,0.0007390446,0.00004902374,0.0001476124,0.0001041092,0.0001397121],"domain_scores_gemma":[0.9976871,0.001375173,0.00032812,0.0001682026,0.0001143914,0.0003270114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2150274,0.06346206,0.3817887,0.001150139,0.0004297322,0.002764029,0.0326125,0.005903358,0.1588587,0.01014517,0.0124086,0.1154496],"study_design_scores_gemma":[0.005796342,0.1087468,0.836097,0.000179811,0.0002169057,0.0009554109,0.01487633,0.01381952,0.007056458,0.002016078,0.009981145,0.0002582921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993967,0.00001177296,0.00007743741,0.00005547545,0.000004513726,0.00001794045,0.0000554517,0.000001168548,0.0003795599],"genre_scores_gemma":[0.9966018,0.00003085226,0.0003708284,0.0001040656,0.000004103964,0.0001013872,0.00009466406,0.000002838071,0.002689423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02041071,"threshold_uncertainty_score":0.04058385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097749550843348,"score_gpt":0.411343808181902,"score_spread":0.3015688530975672,"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."}}