{"id":"W4223482328","doi":"10.1038/s41598-022-10019-z","title":"Pet ownership and psychological well-being during the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Fonds de Recherche du Québec - Santé; Social Sciences and Humanities Research Council of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Socioeconomic status; Animal-assisted therapy; HUBzero; Psychology; Intuition; Medicine; Pet therapy; Environmental health; Animal welfare; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001128335,0.00009150078,0.0000844345,0.00004309935,0.001318189,0.0001067203,0.0001251675,0.00002239721,0.0003024347],"category_scores_gemma":[0.000268607,0.00006412801,0.00005972259,0.0001169902,0.0002834653,0.000003829351,0.000412718,0.0001537604,0.000006922881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003889817,"about_ca_system_score_gemma":0.0000308976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009858198,"about_ca_topic_score_gemma":0.00003143857,"domain_scores_codex":[0.9986318,0.0001129298,0.000222076,0.0006121785,0.0002276462,0.0001933393],"domain_scores_gemma":[0.9992782,0.00002119067,0.0001392564,0.0004446611,0.00003473659,0.00008188633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009910204,0.0001193735,0.1235818,0.00002343534,0.00006536149,0.0007033846,0.0009790581,0.0002034505,0.8044472,0.00007643458,0.06956489,0.0001365333],"study_design_scores_gemma":[0.0002236902,0.0001154999,0.00808285,0.000002208016,0.00001584188,0.01008283,0.001561629,0.000009266255,0.008252313,0.001299951,0.9701545,0.0001994672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994113,0.0002524704,0.00001833648,0.0004660804,0.001705882,0.0001300551,0.000001628287,0.00002566365,0.003286918],"genre_scores_gemma":[0.9852221,0.00001601922,0.00002206429,0.0004986819,0.00009020118,0.00005285283,0.00002069379,0.000007695732,0.01406968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9005896,"threshold_uncertainty_score":0.9999819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05346656036146231,"score_gpt":0.3704170577125151,"score_spread":0.3169504973510528,"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."}}