{"id":"W7160069931","doi":"10.5281/zenodo.17543030","title":"Хірургічне лікування протяжних рубцевих стриктур трахеї","year":2025,"lang":"uk","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tracheal Stenosis; Tracheal intubation; Intubation; Stenosis; Glottis","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":[0.005014025,0.0006723214,0.0004649745,0.00251621,0.005729426,0.01716343,0.00126802,0.002670571,0.0359695],"category_scores_gemma":[0.01107476,0.000781527,0.000766875,0.00270252,0.008938829,0.008827174,0.004563373,0.004615757,0.01417848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006518382,"about_ca_system_score_gemma":0.01385348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01179184,"about_ca_topic_score_gemma":0.01889702,"domain_scores_codex":[0.9933134,0.002068864,0.000356281,0.0008194592,0.002637195,0.0008048903],"domain_scores_gemma":[0.9940754,0.001460726,0.0005570333,0.0006387398,0.002239384,0.001028692],"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":[0.0000722131,0.00006821921,0.004172478,0.0004844473,0.00002959033,0.0005324337,0.01218255,0.000418569,0.0008469239,0.8120176,0.06854417,0.1006308],"study_design_scores_gemma":[0.00001888981,0.00002739355,0.002649106,0.0005258765,0.0000262241,0.0004859663,0.006483132,0.0002648631,0.0006973949,0.1068691,0.8818999,0.00005213396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02572682,0.01942517,0.02274481,0.0480568,0.003035811,0.0001988143,0.0008630935,0.0003883756,0.8795604],"genre_scores_gemma":[0.6820694,0.02329156,0.03622887,0.007239951,0.001597139,0.0005656891,0.001200006,0.000781706,0.2470256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0359695,"threshold_uncertainty_score":0.12033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03884657709533804,"score_gpt":0.2777358949782431,"score_spread":0.2388893178829051,"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."}}