{"id":"W7118565693","doi":"10.15273/hpj.v5i3.12363","title":"The Benefits of Dog Ownership for Mental, Physical, and Social Health","year":2025,"lang":"","type":"article","venue":"Healthy Populations Journal","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Dalhousie University","funders":"","keywords":"Health promotion; Public health; Interpersonal relationship; Psychological intervention; Social support; Social relation; Health care","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001113727,0.0001854954,0.0003189779,0.0004566618,0.002266327,0.001765812,0.0005531729,0.001099657,0.00361761],"category_scores_gemma":[0.002290301,0.00007084489,0.0004132105,0.0006821108,0.002917457,0.0006248096,0.001160412,0.001252122,0.0001509163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006904947,"about_ca_system_score_gemma":0.01364991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6342566,"about_ca_topic_score_gemma":0.8447241,"domain_scores_codex":[0.9990281,0.0003282547,0.00002525418,0.00008615256,0.0002906443,0.0002417017],"domain_scores_gemma":[0.9988725,0.0003764465,0.0001318001,0.00002814173,0.0003677407,0.000223404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004505466,0.0002283579,0.1225832,0.004579521,0.0004761908,0.003554292,0.04352486,0.0005624254,0.00362977,0.08770212,0.1798805,0.5528282],"study_design_scores_gemma":[0.00003050752,0.0001987667,0.3207241,0.003426844,0.0002892144,0.001408068,0.03014518,0.0002329315,0.0004500958,0.01513095,0.6278726,0.0000907322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2558204,0.2344736,0.002850383,0.3568035,0.006148914,0.00009591287,0.001567448,0.00006143858,0.1421785],"genre_scores_gemma":[0.7802626,0.1762668,0.001728891,0.02641178,0.001803845,0.00005895602,0.000297164,0.00001353844,0.01315648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6342566,"threshold_uncertainty_score":0.7357947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08955870396290642,"score_gpt":0.4579866634826369,"score_spread":0.3684279595197305,"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."}}