{"id":"W4400144584","doi":"10.25040/ntsh2024.01.04","title":"INTERNATIONAL MEDICAL FORUM “UKRAINIAN AND GLOBAL MEDICINE: BASICS, REALITY, AND STRATEGIC PROSPECTS”","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Shevchenko Scientific Society Medical Sciences","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Commission; Political science; European commission; Event (particle physics); Diversity (politics); Library science; Medicine; Medical education; European union; Law","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":[0.00398634,0.0006266787,0.0004534744,0.0007968788,0.002365372,0.004259994,0.0006449703,0.003912034,0.02918776],"category_scores_gemma":[0.002769901,0.0001531902,0.0004670032,0.0005868398,0.001381132,0.001862554,0.003912578,0.00339869,0.005748257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00292048,"about_ca_system_score_gemma":0.006351777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002080906,"about_ca_topic_score_gemma":0.00256125,"domain_scores_codex":[0.9987691,0.000385688,0.00004412484,0.00009558026,0.0002569557,0.0004484356],"domain_scores_gemma":[0.9984323,0.0001909351,0.0001282484,0.00005228016,0.0002013713,0.0009946966],"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":[0.0002910919,0.0001006966,0.001636151,0.0005940518,0.00002201622,0.0004513457,0.001986784,0.0001693952,0.002248215,0.04090728,0.8663405,0.08525234],"study_design_scores_gemma":[0.000008422742,0.00002960333,0.001998215,0.0001208155,0.000003752982,0.00008386734,0.0003873333,0.00004076301,0.0001996673,0.0014329,0.9956893,0.000005359251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02039053,0.1105679,0.002380484,0.4158849,0.1612325,0.0003633147,0.003744604,0.0003829869,0.2850529],"genre_scores_gemma":[0.2875156,0.04197769,0.00484034,0.09371127,0.0726773,0.0004637673,0.004489792,0.0002460528,0.4940781],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02918776,"threshold_uncertainty_score":0.09764284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06429695187208222,"score_gpt":0.3472780767868667,"score_spread":0.2829811249147845,"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."}}