{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005968192,0.0001001717,0.0001663021,0.0003464758,0.0005896725,0.0006702397,0.0001975889,0.0003385084,0.00134671],"category_scores_gemma":[0.003013406,0.00009951305,0.00024909,0.0004885582,0.000622181,0.0003474745,0.0005283416,0.0005324716,0.00007595631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006098848,"about_ca_system_score_gemma":0.0004524812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07247128,"about_ca_topic_score_gemma":0.1283968,"domain_scores_codex":[0.9996929,0.000104462,0.00001614079,0.00003337979,0.00004566389,0.0001075096],"domain_scores_gemma":[0.9984972,0.000176401,0.0007153192,0.00009571403,0.0001388864,0.0003764151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007897869,0.00004446824,0.9961189,0.00001394336,0.00002974095,0.00007282188,0.0008468329,0.0000409013,0.0001686676,0.00004767294,0.00007637696,0.002460763],"study_design_scores_gemma":[3.927468e-7,0.00001889001,0.9991826,0.000005252795,0.000003323577,0.00002818345,0.0006367516,0.00001701377,0.000009013626,0.000009219207,0.00008808206,0.000001285647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988096,0.0002467202,0.00001997009,0.0000987559,0.000003587228,0.000003929914,0.00008035561,5.996604e-7,0.0007364327],"genre_scores_gemma":[0.9997264,0.0001201514,0.00001387385,0.0000124016,0.000002635535,0.000001463601,0.00004239486,3.102047e-7,0.0000804589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07247128,"threshold_uncertainty_score":0.1440989,"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."}}