{"id":"W4411857176","doi":"10.1038/s41598-025-00872-z","title":"An experimental study focusing on mindfulness to capture how our contacts with dogs can promote human well-being","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Instituto de Física de Cantabria","keywords":"Mindfulness; Computer science; Medicine; Psychology; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000903926,0.0003615525,0.0002679198,0.0001774757,0.0005216629,0.0003655766,0.0003248769,0.0005024107,0.00534607],"category_scores_gemma":[0.001878494,0.0002369552,0.0003203691,0.00009796124,0.0008309068,0.000366209,0.0006055965,0.001006532,0.0002450987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257641,"about_ca_system_score_gemma":0.0003980425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002360329,"about_ca_topic_score_gemma":0.0006679785,"domain_scores_codex":[0.9994763,0.0001821929,0.00003886599,0.0001831301,0.00005741994,0.00006213166],"domain_scores_gemma":[0.9984175,0.000845521,0.0001720228,0.0002705065,0.0000643607,0.0002300846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02141769,0.204937,0.03279063,0.001321668,0.0002528626,0.0004790154,0.01562422,0.000542092,0.6362227,0.004762856,0.001255232,0.08039398],"study_design_scores_gemma":[0.007522441,0.5675416,0.2533412,0.0002595466,0.0006140199,0.0008941702,0.006172705,0.002597512,0.1370894,0.004460142,0.01936902,0.0001383063],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974729,0.00004277759,0.001018127,0.00006682425,0.00002980641,0.0004859762,0.00003405538,0.000007763359,0.0008415767],"genre_scores_gemma":[0.9844716,0.0001516867,0.00864201,0.0002158107,0.00005360232,0.003611934,0.0001036915,0.000009079115,0.002740499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00534607,"threshold_uncertainty_score":0.01788437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144180763893104,"score_gpt":0.3417720943112259,"score_spread":0.3273540179219155,"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."}}