{"id":"W4415154850","doi":"10.46747/cfp.7110610","title":"Clinical prudence urged in testing for steatotic liver disease","year":2025,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"","keywords":"Prudence; Liver disease; Disease; Fatty liver; Fenofibrate; Metabolic syndrome","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.005948322,0.0006273922,0.001210063,0.001235923,0.01166029,0.004521181,0.00228011,0.06187389,0.009833379],"category_scores_gemma":[0.04512354,0.0008577711,0.001053517,0.001225734,0.007092351,0.005084874,0.001743284,0.05137175,0.005288912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01465295,"about_ca_system_score_gemma":0.02117129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1023103,"about_ca_topic_score_gemma":0.2269606,"domain_scores_codex":[0.9916898,0.002756923,0.0008204415,0.0008893888,0.002548478,0.001295006],"domain_scores_gemma":[0.9737341,0.009346731,0.001286777,0.0005608499,0.008215301,0.006856296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001481121,0.00001428331,0.0006292481,0.00002241019,0.000003403123,0.001404433,0.0001843238,0.00001830589,0.00006528087,0.00133161,0.9933112,0.003000766],"study_design_scores_gemma":[0.00008041464,0.00005992721,0.003438046,0.001059049,0.00002267633,0.008343953,0.001851695,0.0004650025,0.0001614644,0.007128621,0.9772562,0.0001328628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002038774,0.0006907252,0.00003463303,0.9889103,0.007889386,0.000006026767,0.00001969854,0.00001180598,0.002233528],"genre_scores_gemma":[0.003615782,0.0005797379,0.0002341027,0.9787391,0.01378497,0.00001286282,0.00001475471,0.00001545733,0.00300321],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1023103,"threshold_uncertainty_score":0.2034296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06371361015842888,"score_gpt":0.3090888315111509,"score_spread":0.245375221352722,"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."}}