{"id":"W7160065319","doi":"10.5281/zenodo.15211320","title":"Особливості діагностики доброякісної та злоякісної патології щитоподібної залози, ускладненими компресійним синдромом трахеї","year":2024,"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":"Thyroid; Compression (physics); Disease; Thyroid disease","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":[0.005133483,0.0008845924,0.0006618731,0.003073835,0.005228827,0.01480622,0.001498541,0.003304619,0.07417745],"category_scores_gemma":[0.0135136,0.0009653515,0.001144653,0.003177234,0.008478526,0.008792339,0.005251735,0.004681049,0.03218009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005361361,"about_ca_system_score_gemma":0.01306038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009765816,"about_ca_topic_score_gemma":0.01441265,"domain_scores_codex":[0.9926574,0.001907411,0.0004859219,0.000988823,0.00325019,0.0007102944],"domain_scores_gemma":[0.9927959,0.002040652,0.0005968807,0.0009853854,0.002665629,0.0009156811],"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":[0.0001120619,0.0001176013,0.004850697,0.0009498395,0.00005734124,0.0007565428,0.009733993,0.0007917598,0.002574901,0.7333855,0.09614448,0.1505253],"study_design_scores_gemma":[0.00001965232,0.00003616926,0.003108114,0.0007354762,0.00003855103,0.0004464215,0.005372862,0.0004485493,0.001470914,0.1319978,0.8562576,0.00006785929],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01581997,0.01368671,0.05121961,0.04077764,0.00348635,0.0003473433,0.001346705,0.0007682689,0.8725473],"genre_scores_gemma":[0.4599761,0.03024523,0.09347899,0.009572199,0.002269248,0.001304534,0.002057907,0.001859047,0.3992367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07417745,"threshold_uncertainty_score":0.2481483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05240701245856308,"score_gpt":0.2792876998698975,"score_spread":0.2268806874113345,"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."}}