{"id":"W4393071201","doi":"10.1016/j.heliyon.2024.e28428","title":"Perceptions and opinions of pet caregivers in mainland and Hong Kong China about surgery, pain management, and anesthesia in dogs and cats","year":2024,"lang":"en","type":"article","venue":"Heliyon","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Abbott Animal Health; Royal Canin; Zoetis","keywords":"Mainland China; Medicine; Test (biology); Demographics; Perception; Animal welfare; Health care; Companion animal; Family medicine; China; Nursing; Veterinary medicine; Psychology; Demography; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002035995,0.00009194623,0.0001291243,0.0001324273,0.00004161552,0.00003254263,0.0000198605,0.00003868533,0.000006755215],"category_scores_gemma":[0.00001875115,0.00008940095,0.0000165289,0.00006231182,0.0001016782,0.000009030399,0.00006487392,0.0000613148,4.710004e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008313441,"about_ca_system_score_gemma":0.000007721725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000131366,"about_ca_topic_score_gemma":0.0008579842,"domain_scores_codex":[0.9994219,0.00006355133,0.0001276202,0.0002385795,0.00004003436,0.0001083225],"domain_scores_gemma":[0.9998259,0.00004107516,0.00002064842,0.00006957116,0.00001032453,0.00003249339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000852439,0.00005096806,0.9624886,0.001847084,0.0001051672,0.0002496515,0.003660985,0.000004719293,0.02280281,0.0003361192,0.001699353,0.006669293],"study_design_scores_gemma":[0.0002351679,0.00006637348,0.989706,0.0004282168,0.00001527926,0.0001367505,0.002146045,0.00004826094,0.0002086275,0.0000232962,0.006862364,0.0001236296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885492,0.01065472,0.00001755095,0.0003559224,0.00002350906,0.0001031116,0.00001125384,0.00000520331,0.0002795479],"genre_scores_gemma":[0.9788604,0.02071648,0.00006249798,0.00003058778,0.00001943201,0.00001239224,0.00002017587,0.00000868658,0.0002693659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02721739,"threshold_uncertainty_score":0.3645665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137853917400561,"score_gpt":0.2939921590050926,"score_spread":0.282613619831087,"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."}}