{"id":"W7160071748","doi":"10.5281/zenodo.17235026","title":"Тактичні підходи в хірургічному лікуванні геморою – гемороїдектомія чи трансанальна гемороїдальна деартеріалізація?","year":2025,"lang":"uk","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Total harmonic distortion; THD analyzer; Work (physics); Limiting","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":[0.004748933,0.0005019995,0.0005995096,0.001999196,0.003436704,0.01282668,0.0009217045,0.002578035,0.02077093],"category_scores_gemma":[0.01542281,0.0004970919,0.0006215521,0.001977095,0.01116948,0.01130538,0.002716184,0.003700886,0.007086662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004207077,"about_ca_system_score_gemma":0.006654256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006503921,"about_ca_topic_score_gemma":0.007870102,"domain_scores_codex":[0.9956048,0.001753759,0.0002386692,0.0006494981,0.001290791,0.000462545],"domain_scores_gemma":[0.9931377,0.002916129,0.0008266377,0.0005876992,0.001831355,0.0007005149],"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":[0.0001282714,0.00008027424,0.006825494,0.0008711916,0.00005900773,0.0009305392,0.0204822,0.0004471321,0.001129332,0.75667,0.04977654,0.1626],"study_design_scores_gemma":[0.00002545141,0.00005167886,0.006145691,0.001645421,0.00005229592,0.001418451,0.02295715,0.0005053001,0.001013638,0.3432773,0.6228136,0.00009399925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04335332,0.1044008,0.03358107,0.2407971,0.007200167,0.0001408799,0.0007296999,0.000322589,0.5694742],"genre_scores_gemma":[0.7827433,0.08052436,0.020969,0.01761826,0.004481181,0.0002856648,0.0006402632,0.0004648788,0.09227306],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02077093,"threshold_uncertainty_score":0.06948572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648797252351051,"score_gpt":0.2821492093127801,"score_spread":0.2556612367892696,"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."}}