{"id":"W6911702856","doi":"10.5281/zenodo.14644067","title":"Зміни морфометричних показників судин печінки за умов хронічного алкогольного гепатиту","year":2024,"lang":"uk","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Product (mathematics); Process (computing)","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":[0.005900378,0.000840665,0.0006637685,0.003314942,0.005673073,0.01756988,0.001466792,0.003458699,0.06255182],"category_scores_gemma":[0.01504404,0.0009148002,0.0009801848,0.003439254,0.009211881,0.01018963,0.005955519,0.004995238,0.026995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005974881,"about_ca_system_score_gemma":0.01276365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008713435,"about_ca_topic_score_gemma":0.01176424,"domain_scores_codex":[0.991592,0.002542918,0.0005021995,0.001139491,0.00342965,0.0007937438],"domain_scores_gemma":[0.9918358,0.002349014,0.000712188,0.001147499,0.002812611,0.001142909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001012388,0.0001052201,0.004231208,0.0007439854,0.00004746532,0.0005698433,0.01096242,0.0007309194,0.001814102,0.7612489,0.07721156,0.1422332],"study_design_scores_gemma":[0.00002275074,0.00003622746,0.002881735,0.0007145836,0.00003811072,0.000427785,0.006103664,0.0004626279,0.001355944,0.1369117,0.8509758,0.00006898341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01858836,0.01750513,0.04120037,0.04514597,0.002948111,0.0002960182,0.001146401,0.0007253813,0.8724443],"genre_scores_gemma":[0.5705482,0.02864555,0.07375856,0.008833898,0.002330364,0.000982909,0.001516517,0.001556304,0.3118277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06255182,"threshold_uncertainty_score":0.2092567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1229102181090886,"score_gpt":0.3573037541756812,"score_spread":0.2343935360665926,"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."}}