{"id":"W3124323352","doi":"10.9734/jpri/2020/v32i4231050","title":"Psychological State and Low Immunity during Corona Season in KSA","year":2021,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Research International","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Medicine; Population; Mood; Anxiety; Demography; Pandemic; Somatization; Cross-sectional study; Disease; Environmental health; Coronavirus disease 2019 (COVID-19); Psychiatry; Internal medicine","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":[0.0002140861,0.0001751798,0.0001569008,0.0005474425,0.000749023,0.0006879112,0.0001850212,0.0003136099,0.002556359],"category_scores_gemma":[0.0007738762,0.0001485909,0.0002127177,0.0005048833,0.0003495412,0.0003835186,0.0005076482,0.0005309372,0.0002269181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005358847,"about_ca_system_score_gemma":0.0004362379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01010404,"about_ca_topic_score_gemma":0.015728,"domain_scores_codex":[0.9997639,0.00005070732,0.00002487204,0.00002671303,0.00004111039,0.00009266659],"domain_scores_gemma":[0.9995356,0.00004867237,0.0001947708,0.00000957925,0.00005575011,0.0001556402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000327632,0.00008680378,0.9968271,0.00003479285,0.0000117058,0.0001951538,0.0008627286,0.00001395222,0.0001506018,0.00002089164,0.0002238106,0.001539752],"study_design_scores_gemma":[0.000001541245,0.0001256691,0.9958375,0.00003102118,0.00000747155,0.0004052853,0.003161041,0.00003587979,0.00003352175,0.0000135583,0.0003434017,0.000004147253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999122,0.0001609441,0.000009320457,0.0001197249,0.000007856475,0.000006382221,0.0001294521,8.149626e-7,0.0004435963],"genre_scores_gemma":[0.9995427,0.0001185681,0.00001212036,0.00007024697,0.000006075215,0.000004485089,0.0000855662,2.848804e-7,0.0001598695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01010404,"threshold_uncertainty_score":0.02009046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3460837559435356,"score_gpt":0.6315360603105697,"score_spread":0.2854523043670342,"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."}}