{"id":"W6968015954","doi":"10.5281/zenodo.13729502","title":"Зміст та форми викладання питань паліативної та хоспісної допомоги в системі вищої медичної освіти України","year":2024,"lang":"uk","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ukraine: War, Education, Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Palliative care; Medical care; Scientific discovery","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003087113,0.0008135708,0.0006113346,0.0007155307,0.005563233,0.003561077,0.003393126,0.0004019026,0.2176165],"category_scores_gemma":[0.001111141,0.0008875545,0.00028889,0.003187892,0.001177029,0.001549866,0.002787709,0.001560005,0.2495289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002348026,"about_ca_system_score_gemma":0.0001888162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318966,"about_ca_topic_score_gemma":0.00004482014,"domain_scores_codex":[0.9910188,0.001512172,0.0012194,0.002258693,0.001946874,0.002044058],"domain_scores_gemma":[0.9957267,0.0001957504,0.0003495426,0.001973215,0.0004020496,0.001352713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001296335,0.0008690227,0.0001351165,0.0008330904,0.0002118457,0.0001389025,0.01831974,0.0003355718,0.006066086,0.01366087,0.842124,0.1171761],"study_design_scores_gemma":[0.0006713009,0.0006480722,0.005174391,0.0003096009,0.0001089866,0.000344111,0.00144467,0.003120089,0.0006287557,0.001310278,0.9853202,0.0009195506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1423242,0.005645745,0.004396604,0.02962259,0.005772508,0.005062323,0.002621328,0.006077473,0.7984773],"genre_scores_gemma":[0.9389846,0.002948327,0.0008291826,0.001034538,0.001831869,6.829704e-7,0.003401352,0.005768668,0.04520075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7966605,"threshold_uncertainty_score":0.9993575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03175648812511629,"score_gpt":0.2697517178818486,"score_spread":0.2379952297567323,"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."}}