{"id":"W4283452654","doi":"10.3390/ani12121487","title":"What Kinds of Dogs Are Used in Clinical and Experimental Research?","year":2022,"lang":"en","type":"article","venue":"Animals","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breed; Context (archaeology); Medicine; Beagle; Clinical trial; Veterinary medicine; Population; Specialty; Concordance; Clinical research; Family medicine; Internal medicine; Biology; Animal science; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006377674,0.00005834324,0.0001399476,0.00005567972,0.0000824036,0.00001875468,0.00009600069,0.00003881856,0.0001432231],"category_scores_gemma":[0.00009131916,0.00005997585,0.00004484125,0.00006952092,0.0001614381,0.000005663846,0.0004693533,0.000155713,0.000004106423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001134229,"about_ca_system_score_gemma":0.00001790174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000471561,"about_ca_topic_score_gemma":0.0001082509,"domain_scores_codex":[0.9990136,0.0002328912,0.0002363757,0.0002333369,0.0001522653,0.000131518],"domain_scores_gemma":[0.9996796,0.00004799098,0.00006201876,0.0001326187,0.0000477793,0.00002999666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003303174,0.0001850005,0.1431906,0.000006331738,0.00003695517,0.00001194197,0.0005214555,0.000001839255,0.8509627,0.0001299285,0.004476205,0.0001467336],"study_design_scores_gemma":[0.001640823,0.00338109,0.3002637,0.00003660466,0.000007526387,0.00002386086,0.03367732,0.0000141125,0.5736006,0.0001013121,0.0870109,0.000242089],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958891,0.003167114,3.471667e-7,0.0001820553,0.00011327,0.00009398802,0.000007263522,0.000002706619,0.0005442064],"genre_scores_gemma":[0.9991677,0.0002238144,0.00002520327,0.0001301925,0.0000657329,0.00004023012,0.00000482292,0.000008738697,0.0003335022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.277362,"threshold_uncertainty_score":0.2445744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1408795712714417,"score_gpt":0.5027357243289949,"score_spread":0.3618561530575533,"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."}}