{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006012433,0.0001880279,0.0003384254,0.00009737418,0.004258935,0.0001145091,0.000144399,0.0001000944,0.00000508404],"category_scores_gemma":[0.0001202713,0.0001473354,0.0002127186,0.0001305636,0.0002330242,0.00001229568,0.0001007872,0.0002834947,9.440222e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001277787,"about_ca_system_score_gemma":0.0004514443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003861304,"about_ca_topic_score_gemma":0.0003844028,"domain_scores_codex":[0.9981697,0.0002180566,0.0007873823,0.0002479093,0.0001671209,0.0004098353],"domain_scores_gemma":[0.9985639,0.00009820305,0.0007019464,0.0001547724,0.0003754736,0.0001056667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004970245,0.002306487,0.02849138,0.002097633,0.002788757,8.376318e-7,0.01877692,0.000434306,0.008903135,0.1725791,0.462314,0.2963372],"study_design_scores_gemma":[0.005361211,0.004822971,0.1171565,0.0004555341,0.0003604242,0.0001039913,0.01411051,0.001270186,0.001713889,0.009811725,0.8441567,0.0006764155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8425274,0.02972069,0.001056137,0.1229172,0.00210802,0.0009790462,0.0002960295,0.000007202423,0.000388214],"genre_scores_gemma":[0.9917147,0.005047039,0.0003627806,0.001352363,0.0008429352,0.0000230203,0.00003983752,0.00001608191,0.0006012882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3818427,"threshold_uncertainty_score":0.9970374,"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."}}