{"id":"W28799050","doi":"10.1007/s11356-017-9864-x","title":"Определение содержания цитокинов в решении основных клинических задач","year":2012,"lang":"ru","type":"article","venue":"CyberLeninK (CyberLeninka)","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Disease; Intensive care medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0009607194,0.001622604,0.001179273,0.0003006039,0.0009985575,0.000253309,0.001459197,0.00190048,0.0004504475],"category_scores_gemma":[0.0002985479,0.001724008,0.0009821622,0.0008936854,0.0009234479,0.0001099925,0.001173073,0.001287662,0.00129189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000279099,"about_ca_system_score_gemma":0.0003567791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001069083,"about_ca_topic_score_gemma":0.00005863602,"domain_scores_codex":[0.9922832,0.0003609383,0.001521407,0.00200003,0.0008497066,0.002984705],"domain_scores_gemma":[0.9938666,0.0001375144,0.0008936714,0.003232927,0.0005295658,0.001339747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005282983,0.002689247,0.01263429,0.0003028498,0.001061174,0.00005245255,0.001313483,0.00007305875,0.5974582,0.01642948,0.2368047,0.1306527],"study_design_scores_gemma":[0.00134088,0.0005206394,0.005082101,0.000211339,0.0003778726,0.000288499,0.0003772852,0.00008859652,0.2301063,0.0006833102,0.7587218,0.002201328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7952797,0.04961048,0.04367772,0.007310576,0.006593247,0.005183203,0.001379627,0.001732107,0.08923331],"genre_scores_gemma":[0.9354743,0.00401601,0.03228803,0.00162384,0.005669665,0.000266754,0.001159079,0.0004346795,0.01906764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5219172,"threshold_uncertainty_score":0.9996521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380515843711933,"score_gpt":0.2803125260018358,"score_spread":0.2665073675647165,"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."}}