{"id":"W4401899768","doi":"10.1248/bpbreports.7.4_147","title":"The Evaluation of Lipid Analysis for PXB-Cells LA as a Human Non-Alcoholic Fatty Liver Disease Model","year":2024,"lang":"en","type":"article","venue":"BPB Reports","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"KMT Hepatech (Canada)","funders":"","keywords":"Fatty liver; Alcoholic liver disease; Disease; Biochemistry; Chemistry; Medicine; 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":[0.000619141,0.0005763068,0.0003870617,0.000567043,0.0003237459,0.0004322063,0.0002534467,0.0004047127,0.002228555],"category_scores_gemma":[0.0001895131,0.0001803828,0.0003968028,0.0004425187,0.0003037387,0.0003450719,0.0004252428,0.0009529759,0.0008734322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002214411,"about_ca_system_score_gemma":0.0002615043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005777844,"about_ca_topic_score_gemma":0.0007102769,"domain_scores_codex":[0.9995564,0.00009291244,0.00004548672,0.00009249975,0.0001641156,0.00004864382],"domain_scores_gemma":[0.9998116,0.00002635523,0.00003788391,0.00003808786,0.00004365046,0.0000424669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003749768,0.0001910924,0.0005135536,0.000064421,0.000007943064,0.0001783618,0.00005237605,0.00005159222,0.9962841,0.000161009,0.00008751334,0.002033185],"study_design_scores_gemma":[0.00006226326,0.002804895,0.005016419,0.00001729912,0.00004625654,0.001121589,0.0001253284,0.0009262476,0.9824015,0.0001452229,0.007320328,0.00001254637],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956264,0.004817212,0.03038346,0.0004614051,0.000208826,0.0004095785,0.001730658,0.0003136342,0.005411144],"genre_scores_gemma":[0.9493225,0.004315754,0.02663235,0.0002933425,0.00005168735,0.0009367759,0.004856344,0.00008800938,0.0135032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002228555,"threshold_uncertainty_score":0.007455289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0557256673803808,"score_gpt":0.3747780965734432,"score_spread":0.3190524291930624,"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."}}