{"id":"W4298109414","doi":"10.3389/fvets.2022.1017954","title":"Companion animal adoption and relinquishment during the COVID-19 pandemic: Peri-pandemic pets at greatest risk of relinquishment","year":2022,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Abandonment (legal); Coronavirus disease 2019 (COVID-19); Animal welfare; Veterinary medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demography; Environmental health; Geography; Socioeconomics; Medicine; Biology; Political science; Sociology; Ecology; Pathology; Disease; Infectious disease (medical specialty)","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":[0.0008783069,0.000122733,0.0001694206,0.0004037374,0.0003953452,0.0005312529,0.0003175239,0.0004332363,0.001376578],"category_scores_gemma":[0.004668731,0.0001514637,0.0002078062,0.0004017929,0.0004654018,0.0007058083,0.0006440302,0.0006921636,0.0001020129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003361737,"about_ca_system_score_gemma":0.0003139189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036978,"about_ca_topic_score_gemma":0.01627619,"domain_scores_codex":[0.9994241,0.0002522794,0.00003890879,0.00005385783,0.00007013368,0.0001606062],"domain_scores_gemma":[0.9973756,0.000395989,0.001508036,0.00009376125,0.0002184578,0.0004082003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006202777,0.00003215651,0.9961688,0.00001383652,0.00001197197,0.0001270164,0.001478409,0.00002263698,0.0001245488,0.00002059136,0.00007954033,0.001858533],"study_design_scores_gemma":[8.795169e-7,0.00005833228,0.9966795,0.00001673634,0.000003147407,0.0002555831,0.002792662,0.00005157186,0.00002212574,0.00001070733,0.0001062635,0.000002475357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995685,0.0000907538,0.00001835557,0.00005461899,0.000001562235,0.000003114731,0.00002286603,4.900461e-7,0.0002397565],"genre_scores_gemma":[0.9997942,0.00007662368,0.00002606115,0.00001688174,0.00000215706,0.000002434178,0.00003129563,3.941218e-7,0.00005008296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01036978,"threshold_uncertainty_score":0.02061886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04265353719436351,"score_gpt":0.3443773779997382,"score_spread":0.3017238408053747,"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."}}