{"id":"W4400886268","doi":"10.1016/j.jaging.2024.101247","title":"Animal companionship and psycho-social well-being: Findings from a national study of community-dwelling aging Canadians","year":2024,"lang":"en","type":"article","venue":"Journal of Aging Studies","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cape Breton University; University of Windsor","funders":"","keywords":"Interpersonal relationship; Gerontology; Psychology; Sociology; Social psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008300348,0.0004777266,0.0005992139,0.001077176,0.005921454,0.001295785,0.001376184,0.0008102213,0.001942958],"category_scores_gemma":[0.001977383,0.0004268426,0.0006262747,0.003772438,0.001077452,0.000596243,0.001076557,0.0009795089,0.0002044205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009175543,"about_ca_system_score_gemma":0.009496217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9836791,"about_ca_topic_score_gemma":0.991471,"domain_scores_codex":[0.9994049,0.00008437585,0.00002329009,0.00009669644,0.00015037,0.0002404713],"domain_scores_gemma":[0.9984597,0.00009077752,0.0002549296,0.00005017095,0.000626852,0.0005175602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001717157,0.000283827,0.9904568,0.00002939961,0.00007656773,0.0001007863,0.005745973,0.00003314932,0.0002902116,0.0000771776,0.0003860338,0.002348493],"study_design_scores_gemma":[0.00000638286,0.00004543345,0.9940847,0.000008366957,0.00002061452,0.00002466104,0.005440919,0.00003549899,0.00001537601,0.00001318951,0.0002993841,0.000005549853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987586,0.0001778263,0.00002416322,0.00008581857,0.000004996083,0.00002220978,0.0003293331,9.050011e-7,0.0005961718],"genre_scores_gemma":[0.9983023,0.0002654027,0.00009983469,0.00009583224,0.000005193494,0.00002071822,0.0004182869,0.000001871538,0.0007904382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01632088,"threshold_uncertainty_score":0.0665735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06026061060172008,"score_gpt":0.4066172406336742,"score_spread":0.3463566300319541,"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."}}