{"id":"W4401092562","doi":"10.14300/mnnc.2024.19029","title":"Significant fibrosis in chronic liver diseases: possibilities of noninvasive screening","year":2024,"lang":"en","type":"article","venue":"Medical news of the North Caucasus","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Medicine; Liver fibrosis; Fibrosis; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002263291,0.0002274362,0.000379695,0.001633685,0.0004226765,0.001067919,0.0002141232,0.0009193872,0.002961468],"category_scores_gemma":[0.004625602,0.0001303967,0.0002536497,0.0005431812,0.001291503,0.0009878625,0.0004566566,0.002044278,0.0005560208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000359218,"about_ca_system_score_gemma":0.001122054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003253807,"about_ca_topic_score_gemma":0.007546984,"domain_scores_codex":[0.9993382,0.0002968419,0.00004719134,0.00005350954,0.0002255346,0.00003874948],"domain_scores_gemma":[0.9975901,0.001526885,0.0001283925,0.0001473936,0.0003784671,0.0002288835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004329107,0.0002247007,0.05161797,0.0008193621,0.00005439936,0.003176867,0.0005829779,0.0002610848,0.006464773,0.01995059,0.05355421,0.8628602],"study_design_scores_gemma":[0.0002192857,0.0007499885,0.225009,0.002574099,0.0002643794,0.02222156,0.001761174,0.001568971,0.004200171,0.07183856,0.6693376,0.0002553298],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04269639,0.6476273,0.01285932,0.2111125,0.01175077,0.00008687318,0.0004347725,0.0002267274,0.07320546],"genre_scores_gemma":[0.559121,0.3323953,0.03174371,0.01521877,0.03076426,0.0001153722,0.000243653,0.0001079353,0.03028995],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003253807,"threshold_uncertainty_score":0.01196957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601702544618441,"score_gpt":0.2671320549147206,"score_spread":0.2511150294685362,"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."}}