{"id":"W4389920289","doi":"10.33696/mentalhealth.3.018","title":"Handwashing and Obsessive-Compulsive Disorder During COVID-19 Concerning Increased Negative Mental Health","year":2023,"lang":"en","type":"article","venue":"Journal of Mental Health Disorders","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Transmission (telecommunications); Psychiatry; Incidence (geometry); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Directive; Environmental health; Psychology; Disease; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001260638,0.0002443139,0.0009563491,0.003878791,0.0002844897,0.001140508,0.0004447315,0.0008264438,0.004554185],"category_scores_gemma":[0.01013238,0.0001566265,0.001709554,0.005439286,0.0004385478,0.001221043,0.0005850677,0.0006824652,0.0003084822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007749644,"about_ca_system_score_gemma":0.002023083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009075482,"about_ca_topic_score_gemma":0.01810154,"domain_scores_codex":[0.9984294,0.0004414455,0.0005951296,0.0001720563,0.0002931816,0.00006889085],"domain_scores_gemma":[0.9906359,0.006651816,0.001911868,0.0001359004,0.0005683452,0.00009608991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006324961,0.00008311661,0.03301681,0.3837164,0.003114073,0.0007903344,0.001162457,0.0001398061,0.0005313602,0.001280726,0.01774781,0.5577846],"study_design_scores_gemma":[0.0001914754,0.0004714876,0.2482036,0.4615465,0.013377,0.007921297,0.003560407,0.0002035023,0.001047957,0.001708892,0.2616393,0.0001286121],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01026986,0.9835476,0.0001229169,0.0009410919,0.0001973364,0.00005125196,0.002251728,0.000009969454,0.002608119],"genre_scores_gemma":[0.06248244,0.9325977,0.0004977384,0.001542669,0.0002191706,0.0000846998,0.002026154,0.000007044581,0.0005424097],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009075482,"threshold_uncertainty_score":0.01804531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04713309914937782,"score_gpt":0.417489954901956,"score_spread":0.3703568557525782,"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."}}