{"id":"W4361305104","doi":"10.30978/utj2023-1-5","title":"Evaluation of the effects of ethylmethylhydroxypyridine succinate on cognitive function and clinical-functional status of patients with chronic obstructive pulmonary disease and ischemic heart disease","year":2023,"lang":"en","type":"article","venue":"Ukrainian Therapeutical Journal","topic":"Inflammation biomarkers and pathways","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Spirometry; Depression (economics); Physical therapy; Pulmonary function testing; Internal medicine; Anxiety; Anthropometry; Hospital Anxiety and Depression Scale; Pulmonary disease; Disease; Asthma; Psychiatry","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":[0.0008558939,0.000125649,0.0002136911,0.00009721411,0.0001329114,0.000005433933,0.00004372348,0.00009365957,0.00007311392],"category_scores_gemma":[0.0004993487,0.00007883158,0.00009010491,0.0001537087,0.0005672642,0.00007033271,0.00003496918,0.0002762765,0.000003116218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003387413,"about_ca_system_score_gemma":0.0002773468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002145864,"about_ca_topic_score_gemma":9.213528e-7,"domain_scores_codex":[0.9982229,0.0008213408,0.0003616945,0.0001748289,0.000224954,0.0001942464],"domain_scores_gemma":[0.9982118,0.0008218465,0.000300559,0.000111784,0.0004681472,0.00008587949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01949236,0.0007708238,0.7826697,0.0003535863,0.001909986,0.000004234749,0.0009503885,0.00003841718,0.06207228,0.00036652,0.00005213664,0.1313196],"study_design_scores_gemma":[0.004134454,0.0007759769,0.9900959,0.0002426739,0.0008636158,0.000003504743,0.00005187569,0.0001725406,0.002470372,0.0009431579,0.0001621005,0.00008384064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967313,0.002127826,0.00002127581,0.0001517721,0.0003800903,0.000423622,0.000107903,0.000006982817,0.00004919958],"genre_scores_gemma":[0.9996003,0.0001873805,0.000003658744,0.000078069,0.00003654983,0.000009789926,0.00005754713,0.00001014908,0.00001654443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2074262,"threshold_uncertainty_score":0.3214659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232126866264403,"score_gpt":0.2774351925075744,"score_spread":0.2551139238449303,"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."}}