{"id":"W4304782776","doi":"10.1079/hai.2022.0018","title":"Strengthening Zooeyia: Understanding the Human-Animal Bond between Veterans Living with Comorbid Substance Use and Posttraumatic Stress Disorder and their Service Dogs","year":2022,"lang":"en","type":"article","venue":"Human-animal interaction bulletin","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Canadian Armed Forces; University of Saskatchewan","funders":"","keywords":"Context (archaeology); Harm reduction; Psychology; Substance abuse; Psychological intervention; Human services; Harm; Clinical psychology; Psychiatry; Medicine; Public health; Social psychology; Nursing; Political science","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003967817,0.0004834039,0.0004082974,0.000133034,0.002241313,0.0004383042,0.000300749,0.00009375114,0.0005620753],"category_scores_gemma":[0.00005485146,0.0003872286,0.0001015863,0.0001574394,0.0002489084,0.00006047121,0.0004963302,0.0007406536,0.00000851509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342162,"about_ca_system_score_gemma":0.00001743323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007772177,"about_ca_topic_score_gemma":0.00370278,"domain_scores_codex":[0.9975818,0.0003306078,0.0005558494,0.0007661036,0.0003078136,0.0004577769],"domain_scores_gemma":[0.9984917,0.0004492275,0.0004052074,0.0003879324,0.0001593709,0.0001065826],"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":[0.001924772,0.0008248573,0.3060848,0.0003970901,0.002463351,0.00004757094,0.03675266,0.0004594589,0.6401612,0.003519112,0.007074348,0.0002907372],"study_design_scores_gemma":[0.005651445,0.01180985,0.4510252,0.001390666,0.0009469733,0.001107382,0.4211269,0.0008247401,0.02050365,0.0002001021,0.0813603,0.004052793],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968134,0.0004791281,0.0002988104,0.001030849,0.00009231994,0.0004073925,0.0001119939,0.00006329823,0.0007028778],"genre_scores_gemma":[0.9985216,0.00004638843,0.00008405625,0.0004600479,0.0002153227,0.0001214691,0.00009997653,0.00008843477,0.0003626877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6196576,"threshold_uncertainty_score":0.999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0619667089246941,"score_gpt":0.3183679380993777,"score_spread":0.2564012291746836,"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."}}