{"id":"W4313731781","doi":"10.53511/pharmkaz.2022.45.29.003","title":"REMOTE ASSISTANCE TO PATIENTS WITH CHRONIC NON-COMMUNICABLE DISEASES","year":2022,"lang":"ru","type":"article","venue":"Farmaciâ Kazahstana","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dispensary; Medicine; Pandemic; Quarter (Canadian coin); Telemedicine; Health care; Ambulatory care; Telehealth; Population; Medical emergency; Chronic care; Family medicine; Non-communicable disease; Nursing; Chronic disease; Coronavirus disease 2019 (COVID-19); Public health; Environmental health; Disease; Geography","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001873566,0.0006357214,0.001532039,0.0004295179,0.001664853,0.000103774,0.0009052959,0.0001532492,0.003117354],"category_scores_gemma":[0.0002624877,0.0005845577,0.0002252003,0.00193822,0.0001198636,0.0002128135,0.0006263019,0.001754603,0.000349567],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004751408,"about_ca_system_score_gemma":0.006966037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01966033,"about_ca_topic_score_gemma":0.00228372,"domain_scores_codex":[0.9921507,0.001434866,0.001402895,0.001055773,0.002000772,0.001955055],"domain_scores_gemma":[0.9939634,0.0003305057,0.0005422505,0.002266211,0.0004870283,0.002410646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004453785,0.00261731,0.5058976,0.008053635,0.0008595558,0.0006736483,0.006281048,0.0008622244,0.00004841007,0.0009474602,0.2449661,0.2243392],"study_design_scores_gemma":[0.004707993,0.003598665,0.1482532,0.0007076341,0.0001614335,0.00002081547,0.0008165863,0.001637221,0.000004020071,0.00001983986,0.8394035,0.0006691644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8884574,0.02606861,0.002298179,0.0344361,0.005726882,0.01067445,0.006910341,0.0005190448,0.024909],"genre_scores_gemma":[0.984013,0.0005191783,0.0004901222,0.006821583,0.0008651516,0.0001882042,0.000589158,0.0001856375,0.006328011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5944373,"threshold_uncertainty_score":0.9996606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01763221547026997,"score_gpt":0.3093007259446856,"score_spread":0.2916685104744156,"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."}}