{"id":"W7115820030","doi":"","title":"Тактична медицина в системі національної безпеки: правове та організаційне забезпечення підготовки кадрів","year":2025,"lang":"uk","type":"article","venue":"The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Certification; Context (archaeology); National security; Health care; Action (physics); Interchangeability; Human resources","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001317798,0.000331643,0.0003782726,0.001785781,0.001706407,0.005062683,0.0004799727,0.0007921725,0.01040468],"category_scores_gemma":[0.003221412,0.0005058158,0.0003475778,0.002016923,0.002367147,0.001914812,0.001734381,0.001307567,0.003840339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001779108,"about_ca_system_score_gemma":0.003981271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004317432,"about_ca_topic_score_gemma":0.004533736,"domain_scores_codex":[0.9983922,0.0003239792,0.000107617,0.0002341778,0.0007654626,0.0001765389],"domain_scores_gemma":[0.9985743,0.0004488728,0.0002771762,0.0001764286,0.0004014621,0.0001217842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001597767,0.000114764,0.006428197,0.0008944644,0.00005381837,0.002520483,0.008078267,0.00393283,0.0188021,0.5471128,0.01113677,0.4007658],"study_design_scores_gemma":[0.00002896213,0.0001708971,0.01017277,0.0004960626,0.00007822752,0.003381534,0.004784254,0.003008614,0.02068101,0.1323666,0.8246856,0.0001456031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1786464,0.0599255,0.206722,0.01089855,0.002392751,0.0005426608,0.001269985,0.0006364675,0.5389657],"genre_scores_gemma":[0.8508435,0.0234935,0.06327497,0.0005877418,0.000519244,0.0003720923,0.0003541808,0.0002113382,0.06034356],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01040468,"threshold_uncertainty_score":0.03480709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0694583211926301,"score_gpt":0.376205465501937,"score_spread":0.3067471443093068,"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."}}