{"id":"W4417497932","doi":"10.1017/s0714980825100421","title":"Animal Connections: A Scoping Review towards Enhanced Understanding of Companion Animal Interactions in Assessment of Social Connectedness in Older Adults","year":2025,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Loneliness; Social connectedness; Social isolation; Companion animal; Social relationship; Social relation; Isolation (microbiology)","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":[0.0180792,0.001137369,0.004277957,0.01737581,0.001102999,0.004880528,0.002014187,0.003246522,0.004185888],"category_scores_gemma":[0.06526358,0.0009098311,0.005778671,0.01516047,0.001324051,0.004109908,0.002869001,0.001990773,0.0005297849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004557035,"about_ca_system_score_gemma":0.02278981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01358485,"about_ca_topic_score_gemma":0.03666007,"domain_scores_codex":[0.989136,0.004208632,0.003850395,0.0005709107,0.001946981,0.0002871],"domain_scores_gemma":[0.9358917,0.04956792,0.006675496,0.0009763463,0.006390984,0.0004975498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000983875,0.00003121813,0.0008111494,0.8158806,0.001771541,0.0001814649,0.00155124,0.0001547965,0.0003123567,0.001691799,0.005191515,0.1723239],"study_design_scores_gemma":[0.00001860954,0.00004487537,0.001375862,0.9487759,0.00401457,0.0001541271,0.0005346844,0.00004346315,0.00008112856,0.000574802,0.04436508,0.00001689447],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005958874,0.9962701,0.0005081391,0.0009253335,0.000337447,0.0004423858,0.0002001679,0.000009195112,0.0007113453],"genre_scores_gemma":[0.00513089,0.9910732,0.00157728,0.0007400378,0.0001351879,0.0009225249,0.000173822,0.000005395721,0.0002418255],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0180792,"threshold_uncertainty_score":0.09561312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02689498707697244,"score_gpt":0.3486741128293794,"score_spread":0.321779125752407,"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."}}