{"id":"W4323350749","doi":"10.1093/jcag/gwac036.082","title":"A82 PREVALENCE AND NON-INVASIVE SCREENING FOR CYSTIC FIBROSIS RELATED LIVER DISEASE IN A COHORT FOLLOWED AT A CYSTIC FIBROSIS REFERENCE CENTER","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Medicine; Cystic fibrosis; Internal medicine; Gastroenterology; Transient elastography; Liver disease; Cohort; Liver function tests; Pathology; Fibrosis; Liver fibrosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005895315,0.0002636628,0.0003636041,0.001559925,0.0008233399,0.0008501135,0.0005221895,0.0005159653,0.002049467],"category_scores_gemma":[0.001977016,0.0002943464,0.0003244253,0.001187576,0.0004414368,0.0005690934,0.0006785803,0.0004684596,0.0003196089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006822184,"about_ca_system_score_gemma":0.0006315958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02464509,"about_ca_topic_score_gemma":0.01956679,"domain_scores_codex":[0.9992331,0.0001443637,0.00008761316,0.0002222119,0.0001405673,0.0001720646],"domain_scores_gemma":[0.9975665,0.0003314747,0.001060005,0.0001386072,0.0003293402,0.0005741671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001256392,0.000009644793,0.9996452,0.000001546968,0.000005191961,0.00007290015,0.00004048078,0.000004563326,0.00007573437,0.000001725987,0.0000212678,0.0001091196],"study_design_scores_gemma":[0.000002122644,0.0000656996,0.9991737,0.000003209229,0.000008047791,0.0003454423,0.0002674547,0.00005349583,0.00003259135,0.000002862695,0.00004334038,0.000002008602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995408,0.00005006683,0.00002424049,0.00001844873,0.000001769228,0.000007686122,0.0002357317,0.000001478154,0.0001197156],"genre_scores_gemma":[0.9996208,0.00002678939,0.00002882421,0.00001775635,0.000005047878,0.000006494808,0.0002434766,7.369692e-7,0.00005003032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02464509,"threshold_uncertainty_score":0.0490033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309090764363573,"score_gpt":0.2620547547466514,"score_spread":0.2489638471030156,"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."}}