{"id":"W4391918668","doi":"10.53555/sfs.v9i1.2118","title":"In-Depth Analysis Of Test Results And Imaging Assessment Of NAFLD (Non-Alcoholic Fatty Liver. Disease) In Adult And Their Response To Medications","year":2022,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fatty liver; Alcoholic liver disease; Medicine; Disease; Test (biology); Internal medicine; Gastroenterology; Pathology; Biology; Cirrhosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005674369,0.0002045141,0.0004174084,0.0009737515,0.0002173742,0.0006394924,0.0002078956,0.0003701337,0.001454449],"category_scores_gemma":[0.001963444,0.0001586604,0.0003787585,0.0008479223,0.0001592746,0.0004766896,0.0003112386,0.0005168437,0.0002671991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002442738,"about_ca_system_score_gemma":0.0002850433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003427909,"about_ca_topic_score_gemma":0.004884251,"domain_scores_codex":[0.9995822,0.0001112717,0.00008176171,0.00004745744,0.00009695657,0.00008032917],"domain_scores_gemma":[0.9988675,0.0002352902,0.0005018241,0.0000356864,0.0002601007,0.00009968717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002900167,0.0000934343,0.9857927,0.0001240286,0.00007483053,0.0005770886,0.0002180281,0.00006279263,0.0009174613,0.00003428982,0.0004076488,0.01140762],"study_design_scores_gemma":[0.000004732508,0.0002661117,0.9945161,0.0000775376,0.00009429438,0.00203407,0.0007744913,0.0003061747,0.0005302532,0.00006295573,0.001321583,0.00001165548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849272,0.009218342,0.0004784144,0.0005011302,0.0000428284,0.00004648571,0.0009960794,0.00001680415,0.003772705],"genre_scores_gemma":[0.9957319,0.002146556,0.0006310912,0.0001693968,0.00004410979,0.00001431205,0.0003791886,0.000003598988,0.0008797548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003427909,"threshold_uncertainty_score":0.00681591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0721004056616988,"score_gpt":0.3313872514588777,"score_spread":0.2592868457971789,"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."}}