{"id":"W6968062981","doi":"10.5281/zenodo.14249899","title":"Роль фармакотерапії в лікуванні психічних розладів у хворих, що перенесли COVID-19 та зазнали впливу стресорів пандемії SARS-CoV-2","year":2024,"lang":"uk","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Medical and Pharmaceutic Studies","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Pharmacotherapy; Context (archaeology); Action (physics)","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005131193,0.001054092,0.0009896718,0.0008301847,0.007342757,0.001629086,0.003010159,0.0009327165,0.1301215],"category_scores_gemma":[0.003851527,0.001058648,0.0004927895,0.002259268,0.002077728,0.0005196591,0.003898241,0.003989831,0.07888813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008868,"about_ca_system_score_gemma":0.0002055712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001152549,"about_ca_topic_score_gemma":0.000005816114,"domain_scores_codex":[0.9888973,0.003882574,0.001544659,0.00204676,0.001381835,0.002246821],"domain_scores_gemma":[0.9948471,0.001023211,0.0003766801,0.001028632,0.0008429164,0.001881428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007809881,0.0008561656,0.00002253971,0.002134224,0.001566026,0.001036081,0.008579678,0.0000904362,0.0253786,0.0132638,0.8377652,0.1085263],"study_design_scores_gemma":[0.002814263,0.0006867098,0.00005085306,0.0002672962,0.0007235231,0.0007432722,0.0009460938,0.005781666,0.008509071,0.001626016,0.9767547,0.001096507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05189486,0.05638663,0.01200859,0.09586985,0.01959985,0.007708495,0.01122876,0.01121989,0.7340831],"genre_scores_gemma":[0.9056132,0.01924569,0.0002566737,0.03083562,0.005562311,0.000003203433,0.004517489,0.005640241,0.02832558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8537183,"threshold_uncertainty_score":0.9994073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3256256102984608,"score_gpt":0.4700534214557215,"score_spread":0.1444278111572607,"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."}}