{"id":"W3127998408","doi":"10.2196/26715","title":"Impact of the COVID-19 Pandemic on Online Obsessive-Compulsive Disorder Support Community Members: Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Population; Medicine; Psychology; Demography; Psychiatry; Gerontology; Disease; Environmental health; Sociology; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001264645,0.0004895258,0.0008893522,0.00015406,0.0008428155,0.00003037211,0.0008816984,0.0001490018,0.003387798],"category_scores_gemma":[0.000288229,0.0003693012,0.0004041341,0.001021223,0.0003521232,0.00009688527,0.0004441988,0.001316351,0.00008070754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425044,"about_ca_system_score_gemma":0.001562281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06208178,"about_ca_topic_score_gemma":0.08982175,"domain_scores_codex":[0.9891828,0.007799571,0.0009196965,0.0006450946,0.0006265718,0.0008263257],"domain_scores_gemma":[0.9958057,0.001022666,0.0008280396,0.001682948,0.0001574626,0.0005032151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007935112,0.01266746,0.946282,0.00006596769,0.0003614125,0.00001953422,0.02715343,0.00008609711,0.00002114676,0.00005552773,0.01035334,0.002140542],"study_design_scores_gemma":[0.005592276,0.003126756,0.9503157,0.00003950637,0.00002006866,0.00006563096,0.03984514,0.00001066994,0.000003231293,0.00009996272,0.0005862997,0.0002948293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911342,0.0002377559,0.000009815455,0.001698776,0.0009977643,0.00250686,0.002418901,0.00009360468,0.0009023251],"genre_scores_gemma":[0.9939138,0.00004114207,0.00001817654,0.003765227,0.00005246151,0.00009500834,0.001305432,0.00007158669,0.0007371157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02773996,"threshold_uncertainty_score":0.9998759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07737417685270619,"score_gpt":0.4504379391681498,"score_spread":0.3730637623154436,"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."}}