{"id":"W7125917105","doi":"10.37903/vsgma.2025.2.37","title":"ЭТИЧЕСКИЕ АСПЕКТЫ КЛИНИЧЕСКОГО РАЗБОРА В МЕДИЦИНСКОМ ОБРАЗОВАНИИ","year":2025,"lang":"ru","type":"article","venue":"Вестник Смоленской государственной медицинской академии","topic":"Foreign Language Teaching Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Function (biology); Communication skills; Medical ethics; Skills management; Subject (documents)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.01354864,0.003878566,0.004533648,0.003198943,0.00534581,0.002188852,0.007729676,0.003847206,0.01558949],"category_scores_gemma":[0.007060844,0.004200575,0.002832767,0.009370604,0.005220009,0.002472196,0.002647799,0.005935905,0.00713765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003631526,"about_ca_system_score_gemma":0.005500641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054347,"about_ca_topic_score_gemma":0.006587246,"domain_scores_codex":[0.9704133,0.00726164,0.004641052,0.005579093,0.004823816,0.007281153],"domain_scores_gemma":[0.9836639,0.004113596,0.002243531,0.006133333,0.001412489,0.002433178],"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":[0.001232469,0.004459381,0.006697383,0.001951405,0.003110423,0.001183103,0.05048753,0.0002924087,0.003823624,0.4045249,0.2901106,0.2321267],"study_design_scores_gemma":[0.00870155,0.001600031,0.01305384,0.004207223,0.00354582,0.0001565836,0.06005183,0.001659277,0.005060619,0.07819668,0.8147425,0.009024027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03778778,0.02754735,0.01561614,0.02432312,0.02251344,0.005702255,0.0006995148,0.004130596,0.8616798],"genre_scores_gemma":[0.7279142,0.002443807,0.0219922,0.009050342,0.00532877,0.0003783653,0.0003541717,0.0008077745,0.2317304],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6901264,"threshold_uncertainty_score":0.9988469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0202839391892179,"score_gpt":0.4080335301673674,"score_spread":0.3877495909781495,"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."}}