{"id":"W7065142924","doi":"","title":"The Effects of Self Isolation on Depression, Anxiety, and Stress Levels","year":2021,"lang":"en","type":"article","venue":"Dominican Scholar (Dominican University of California)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Mental stress; Population; Stress (linguistics); Loneliness; Subconscious","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004244971,0.0001574467,0.0003940658,0.00006091683,0.0004329057,0.00003909777,0.0003209112,0.00007334149,0.00009314151],"category_scores_gemma":[0.0001182513,0.0001412917,0.0002343672,0.0002662828,0.0002690743,0.0001516475,0.0001759522,0.0003335387,0.000007600136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002320043,"about_ca_system_score_gemma":0.0001339271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001013734,"about_ca_topic_score_gemma":0.00004816672,"domain_scores_codex":[0.9986112,0.0002697083,0.0002813032,0.0003444009,0.0002734783,0.0002199824],"domain_scores_gemma":[0.9980694,0.0007968609,0.0003516119,0.0005208221,0.0001288236,0.0001324953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009797723,0.0009755819,0.8689895,0.0001679406,0.001562308,0.00002205243,0.002002356,0.00005841393,0.04005513,0.008135442,0.001332001,0.07571954],"study_design_scores_gemma":[0.00951019,0.0005129573,0.7010948,0.0006849624,0.001648874,0.000003924637,0.01239029,0.001469709,0.2429759,0.002058659,0.02675378,0.0008959157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966929,0.0001733857,0.0007487517,0.0001736821,0.00006304647,0.0001607314,0.0003553434,0.00001385026,0.001618335],"genre_scores_gemma":[0.9982784,0.0001955888,0.001233686,0.00002823466,0.00005615038,6.738556e-7,0.00003438096,0.00001060408,0.0001622547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2029208,"threshold_uncertainty_score":0.5761707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005176215137327209,"score_gpt":0.2236705497531986,"score_spread":0.2184943346158714,"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."}}