{"id":"W4393864723","doi":"10.11603/mie.1996-1960.2023.3-4.14466","title":"ІНФОРМАЦІЙНІ АСПЕКТИ СОЦІАЛЬНОГО ТА БІОЛОГІЧНОГО ЗДОРОВ'Я ІНДИВІДУ. КОНЦЕПЦІЯ «ЄДИНЕ ЗДОРОВ'Я»","year":2024,"lang":"uk","type":"article","venue":"Medical Informatics and Engineering","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Debiopharm Group (Canada)","funders":"","keywords":"Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.005306937,0.0008371851,0.001258501,0.000767334,0.0008480207,0.0003194821,0.0007496289,0.002160572,0.001931019],"category_scores_gemma":[0.001696796,0.0007344676,0.0002811749,0.0009591767,0.0002581961,0.0007189058,0.0005483468,0.005667626,0.002289757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003052041,"about_ca_system_score_gemma":0.001290541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001822139,"about_ca_topic_score_gemma":0.00004032278,"domain_scores_codex":[0.9917248,0.0002744113,0.00341611,0.0005933931,0.001657342,0.002333945],"domain_scores_gemma":[0.9937651,0.002444897,0.0002837384,0.0008760692,0.0001651214,0.002465098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009657202,0.0003479687,0.001772861,0.04640035,0.0008234407,0.0005761756,0.09450653,0.0009516017,0.00007462147,0.09418437,0.1125181,0.6477474],"study_design_scores_gemma":[0.001203421,0.0003063247,0.001536275,0.006315269,0.0001374188,0.0001215894,0.005163639,0.4819432,0.00001392802,0.001663941,0.500721,0.0008738763],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5480509,0.04675133,0.1597715,0.03848083,0.06706685,0.004749821,0.0003469414,0.003310116,0.1314717],"genre_scores_gemma":[0.9480459,0.0223883,0.006261128,0.01105089,0.007087517,0.000207576,0.0001847354,0.000364751,0.004409198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6468735,"threshold_uncertainty_score":0.9995106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325965797898019,"score_gpt":0.3770026519265275,"score_spread":0.3537429939475473,"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."}}