{"id":"W3197887270","doi":"10.1007/s10880-021-09818-9","title":"Exploring the Relationship Between Self-Isolation and Distress Among People with Gastrointestinal Disorders During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Psychology in Medical Settings","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Social isolation; Pandemic; Distress; Isolation (microbiology); Coronavirus disease 2019 (COVID-19); Health psychology; Psychological intervention; Psychological distress; Psychology; Stressor; Clinical psychology; Association (psychology); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Psychiatry; Anxiety; Public health; Internal medicine; Outbreak; Disease; Psychotherapist; Nursing; Virology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01752066,0.000175145,0.0005917919,0.00009724687,0.001048147,0.00001415053,0.0004033187,0.000360193,0.0001035062],"category_scores_gemma":[0.03837338,0.00009792997,0.000118777,0.0004447553,0.0006049198,0.0002018028,0.0001007096,0.007478165,0.000008987095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009337201,"about_ca_system_score_gemma":0.0006005404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006672477,"about_ca_topic_score_gemma":0.0009904222,"domain_scores_codex":[0.9901207,0.005956803,0.002405053,0.0003781629,0.0005606692,0.0005785979],"domain_scores_gemma":[0.9583553,0.0392248,0.001252214,0.0003205369,0.0001447077,0.0007024336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002298281,0.00009857571,0.9904207,0.0001225534,0.00003458872,0.0001034977,0.002992599,0.000007798862,0.00000123412,0.0000928593,0.0004662719,0.005429489],"study_design_scores_gemma":[0.003229897,0.0002098041,0.9875873,0.0006114056,0.00005378165,0.0007373533,0.002614396,0.00003597961,4.837229e-8,0.002658054,0.002165719,0.00009628757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.894687,0.0001040621,0.002267534,0.1015333,0.0007044552,0.0002707243,0.000002195931,0.00003087553,0.0003998418],"genre_scores_gemma":[0.9871095,0.0009288213,0.0006581779,0.009950874,0.001262993,0.00002956261,0.000004450522,0.00002174437,0.0000338709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09242248,"threshold_uncertainty_score":0.9948116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2460521746277197,"score_gpt":0.533909672125725,"score_spread":0.2878574974980053,"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."}}