{"id":"W2999753518","doi":"10.1016/j.brat.2020.103555","title":"How well do hoarding research samples represent cases that rise to community attention?","year":2020,"lang":"en","type":"article","venue":"Behaviour Research and Therapy","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"National Institute of Mental Health; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Oak Foundation","keywords":"Hoarding (animal behavior); Generalizability theory; Psychology; Hoarding disorder; Social psychology; Gerontology; Medicine; Developmental psychology; Cognition; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002996197,0.0002634812,0.0003692964,0.0005367879,0.001564855,0.0007346054,0.0009414236,0.0001594542,0.001181378],"category_scores_gemma":[0.0004932356,0.0002385553,0.0001273508,0.001171663,0.0007558129,0.0002572219,0.0006369819,0.002197809,0.0003547138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008824597,"about_ca_system_score_gemma":0.0000714451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007076141,"about_ca_topic_score_gemma":0.0003206018,"domain_scores_codex":[0.9920619,0.00429712,0.0002332229,0.0008040378,0.001297718,0.00130597],"domain_scores_gemma":[0.9959676,0.001554412,0.00005987591,0.001112627,0.0005138625,0.0007916069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00213964,0.001367003,0.8953204,0.00003755842,0.0001869678,0.0005857596,0.01045018,0.000001265831,0.00615654,0.004697874,0.04639409,0.03266268],"study_design_scores_gemma":[0.003679038,0.004328077,0.8524605,0.00007970653,0.00001197577,0.00006090689,0.08619784,0.000005314491,0.002389519,0.004170652,0.04608146,0.0005350324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666657,0.003574693,0.00007786771,0.02430205,0.0001362369,0.001434468,0.00007449312,0.0001013214,0.003633095],"genre_scores_gemma":[0.9962175,0.0009343948,0.0001235337,0.0002054644,0.0002226708,0.0002887403,0.00003109083,0.00007265242,0.001903973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07574766,"threshold_uncertainty_score":0.999735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3322446833846117,"score_gpt":0.469112983299323,"score_spread":0.1368682999147114,"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."}}