{"id":"W4406104030","doi":"10.15690/vsp.v23i6.2843","title":"Development Stages of Children Healthcare in Nalchik District of Terek Region","year":2025,"lang":"en","type":"article","venue":"Вопросы современной педиатрии","topic":"Human Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute","funders":"","keywords":"Saint petersburg; Health care; Healthcare system; Medicine; SAINT; Family medicine; Nursing; Geography; Political science; History; Russian federation","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":[0.0002972058,0.0001687285,0.0001628514,0.0005461252,0.001242624,0.001296937,0.0003676052,0.0002342124,0.002996658],"category_scores_gemma":[0.0005674779,0.0002125786,0.0001820009,0.0004370844,0.0005231734,0.0004954389,0.001483813,0.0004715012,0.0001923298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002641492,"about_ca_system_score_gemma":0.005854991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03330986,"about_ca_topic_score_gemma":0.0631286,"domain_scores_codex":[0.9994979,0.000086002,0.00002490154,0.00004410636,0.00003737109,0.0003097069],"domain_scores_gemma":[0.9996917,0.00003593382,0.00008084191,0.000008835309,0.00004828599,0.0001344096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004312115,0.000302222,0.8347173,0.0007149178,0.00006736783,0.01147501,0.05064299,0.001294522,0.01009484,0.01854613,0.005160268,0.06655318],"study_design_scores_gemma":[0.00002131831,0.0001443017,0.9309867,0.0002376985,0.00002034415,0.002425237,0.04354785,0.0002133864,0.001044406,0.0005350401,0.02079793,0.00002577556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918864,0.001055845,0.0001395873,0.0006093585,0.00002373427,0.00004575005,0.0002753217,0.000006923937,0.005957061],"genre_scores_gemma":[0.9968389,0.0006697224,0.0002932709,0.00005475551,0.000006079201,0.00002534837,0.0001725043,0.000002488058,0.001936834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03330986,"threshold_uncertainty_score":0.06623191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02686032262712264,"score_gpt":0.3362310536928682,"score_spread":0.3093707310657455,"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."}}