{"id":"W4320151730","doi":"10.5114/polp.2022.123515","title":"Can stanniocalcin-2 be regarded as a novel non-invasivebiomarker of advanced liver steatosis in obese children?A preliminary study","year":2022,"lang":"en","type":"article","venue":"Pediatria Polska","topic":"thermodynamics and calorimetric analyses","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Steatosis; Biomarker; Medicine; Liver steatosis; Internal medicine; Fatty liver; Biology; Disease; Biochemistry","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003473664,0.0003180041,0.000554529,0.0003643923,0.0001595305,0.00001998025,0.0005924823,0.0001016257,0.001257026],"category_scores_gemma":[0.0001943433,0.0003330446,0.0002492329,0.0009900251,0.00005847175,0.00007175723,0.0005432004,0.000444071,0.00000411215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002913245,"about_ca_system_score_gemma":0.0002721838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00489358,"about_ca_topic_score_gemma":0.0003685699,"domain_scores_codex":[0.997524,0.00007785035,0.0006318329,0.0006044835,0.0007149789,0.0004469127],"domain_scores_gemma":[0.9984847,0.0002369587,0.0003611315,0.0006843371,0.00008673296,0.0001460847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006639221,0.01418953,0.8876178,0.0004016022,0.001806698,0.0004212457,0.01220999,0.00302806,0.06412487,0.0004437694,0.001740528,0.007376656],"study_design_scores_gemma":[0.04476854,0.006417475,0.8311203,0.0001485668,0.003181488,0.00016279,0.07866978,0.005300844,0.02476005,0.0005609792,0.001002045,0.00390722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946945,0.001144008,0.00001188937,0.0001089621,0.0001045602,0.0004569108,0.0006394699,0.00004588664,0.00279381],"genre_scores_gemma":[0.9981394,0.0001143157,0.00008957071,0.00005952069,0.0001444699,0.0001478544,0.000107515,0.00005868611,0.001138687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06645979,"threshold_uncertainty_score":0.9999121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117167902790411,"score_gpt":0.2483137372726354,"score_spread":0.2365969469935943,"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."}}