{"id":"W4360860780","doi":"10.3390/ijerph20075245","title":"Family Bonds with Pets and Mental Health during COVID-19 in Australia: A Complex Picture","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental health; Psychology; Geography; Psychiatry; Medicine; Virology; Pathology; Outbreak","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":[0.001235822,0.0002034896,0.000470852,0.001156255,0.002460995,0.001593509,0.0007644723,0.0008907948,0.00179115],"category_scores_gemma":[0.004522928,0.0004236992,0.000500746,0.00136255,0.001794065,0.001712246,0.003495803,0.002009281,0.0001127988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004475372,"about_ca_system_score_gemma":0.003494112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3245935,"about_ca_topic_score_gemma":0.4089718,"domain_scores_codex":[0.9986558,0.0004786069,0.0001033981,0.0001527496,0.0002398178,0.0003696074],"domain_scores_gemma":[0.9974548,0.0003680363,0.001020143,0.00008941245,0.0002802584,0.0007873989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006583409,0.000119259,0.8436981,0.0003070615,0.0001194595,0.001869284,0.1205911,0.0001112369,0.0004531584,0.001124351,0.001967767,0.02957335],"study_design_scores_gemma":[0.000001789919,0.0000401602,0.9679844,0.0002240612,0.00001571755,0.0002908694,0.03000013,0.00008074076,0.00001392281,0.000205857,0.00112854,0.00001386811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895815,0.00349353,0.00006739386,0.004921102,0.00002436627,0.00001738993,0.0001273909,0.000001931479,0.001765394],"genre_scores_gemma":[0.9966139,0.002624717,0.00008834646,0.000321809,0.00001737422,0.00001847341,0.00005534647,0.000001828055,0.0002582599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3245935,"threshold_uncertainty_score":0.6454083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341794573378949,"score_gpt":0.4755188778069401,"score_spread":0.3413394204690452,"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."}}