{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002529805,0.0001994975,0.0005916566,0.0004775156,0.00005935173,0.000005192016,0.0001565958,0.0001254271,0.00005920558],"category_scores_gemma":[0.0001861799,0.0001814545,0.0001133687,0.0005953253,0.00009530521,0.00005286414,0.00007313783,0.0002425674,0.000009532439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734951,"about_ca_system_score_gemma":0.001224785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000474316,"about_ca_topic_score_gemma":0.0002187678,"domain_scores_codex":[0.9979292,0.00007822462,0.0009314996,0.000337823,0.000328826,0.0003944152],"domain_scores_gemma":[0.9988339,0.00007589727,0.000228614,0.000455378,0.000137777,0.0002684209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006548031,0.0005944102,0.9600037,0.002217787,0.00006038565,0.0000431694,0.0007224136,0.000003120651,0.0001900056,0.001640336,0.002872371,0.03099748],"study_design_scores_gemma":[0.002552586,0.0001876405,0.9899996,0.0009958829,0.00004553821,0.000008469043,0.0002478082,0.000007320901,0.003073691,0.000164046,0.002581895,0.0001355046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919949,0.00207648,0.00009188015,0.002383762,0.000100393,0.0008078731,0.00003418783,0.00004201359,0.002468562],"genre_scores_gemma":[0.9971665,0.0001555918,0.0008114403,0.0009345487,0.0000448126,0.00003818997,0.0001225645,0.00001672781,0.00070969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03086197,"threshold_uncertainty_score":0.7399501,"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."}}