{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003493629,0.0008212004,0.0004705485,0.001914595,0.005401953,0.01255088,0.001246433,0.00265816,0.02865188],"category_scores_gemma":[0.007917862,0.0005670605,0.000814792,0.001704549,0.01250098,0.007986476,0.003977469,0.003907823,0.01023479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006170041,"about_ca_system_score_gemma":0.008800891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221061,"about_ca_topic_score_gemma":0.01174921,"domain_scores_codex":[0.995269,0.001474735,0.0002302082,0.0008269364,0.001678248,0.0005208965],"domain_scores_gemma":[0.9958859,0.00125199,0.0003313126,0.0004821043,0.001567755,0.0004808455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003516078,0.00002973308,0.0009828029,0.0001796934,0.0000187054,0.0002521365,0.01213592,0.0002311988,0.0007302501,0.9401514,0.01472619,0.03052681],"study_design_scores_gemma":[0.00002680443,0.00004875259,0.002938144,0.0004666371,0.00004052558,0.0004339982,0.0136056,0.0006145507,0.001774096,0.3291483,0.6508253,0.00007741235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01500106,0.004675165,0.03564442,0.02001055,0.001258175,0.0001510637,0.0003695179,0.0002280691,0.922662],"genre_scores_gemma":[0.5611743,0.007822223,0.04931848,0.005455705,0.001050009,0.0005344611,0.0006442087,0.000590153,0.3734104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02865188,"threshold_uncertainty_score":0.09585005,"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."}}