{"id":"W6930634257","doi":"10.5281/zenodo.14772150","title":"Виявлення мононуклеозу автоматичним та мікроскопічним методами (клінічний випадок)","year":2024,"lang":"uk","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Medical Case Reports and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Product (mathematics); Work (physics); Term (time)","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":[0.005743727,0.0007788786,0.0005620669,0.003556089,0.005937686,0.01625949,0.001329782,0.003211935,0.06462339],"category_scores_gemma":[0.01449484,0.0008870343,0.0008598206,0.003774015,0.00765287,0.008316518,0.005591314,0.004508153,0.03116788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006839579,"about_ca_system_score_gemma":0.01848455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01679101,"about_ca_topic_score_gemma":0.02161358,"domain_scores_codex":[0.9910091,0.002176781,0.0005493539,0.001114456,0.004182959,0.0009674371],"domain_scores_gemma":[0.9918228,0.001886023,0.0006725308,0.0009708185,0.003426639,0.00122115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"case_report","study_design_scores_codex":[0.0001157931,0.000120869,0.007804627,0.0009103806,0.00004881142,0.0007000287,0.01427342,0.0005887767,0.002213517,0.6232013,0.1463199,0.2037026],"study_design_scores_gemma":[0.00001462916,0.00002707888,0.00372279,0.0006136356,0.00003126249,0.0004499104,0.005123904,0.0002476117,0.001099322,0.05928196,0.9293318,0.00005606647],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01759632,0.01784623,0.03042521,0.04445639,0.003770865,0.0003205825,0.001669495,0.0006237502,0.8832911],"genre_scores_gemma":[0.4680236,0.03051868,0.0540048,0.007577246,0.002176702,0.0009102377,0.002413235,0.0013545,0.433021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06462339,"threshold_uncertainty_score":0.2161868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05768714238261926,"score_gpt":0.2936430860506999,"score_spread":0.2359559436680806,"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."}}