{"id":"W2201538072","doi":"10.1155/2015/138530","title":"Noninvasive Methods, including Transient Elastography, for the Detection of Liver Disease in Adults with Cystic Fibrosis","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Liver Foundation; Canadian Institutes of Health Research; Alberta Innovates - Health Solutions","keywords":"Medicine; Transient elastography; Interquartile range; Gastroenterology; Internal medicine; Cystic fibrosis; Liver transplantation; Liver disease; Cohort; Cirrhosis; Transplantation; Liver fibrosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001847022,0.0007975986,0.0005381233,0.001780126,0.0002180925,0.0004983845,0.0003552646,0.0004978599,0.001531317],"category_scores_gemma":[0.004389043,0.0001621387,0.0002859015,0.0007258761,0.0004289618,0.0004768607,0.0004688026,0.0006735621,0.0006650137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002389157,"about_ca_system_score_gemma":0.0004198209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001114292,"about_ca_topic_score_gemma":0.00311167,"domain_scores_codex":[0.9984798,0.0005333339,0.0001321147,0.0002010901,0.0005866577,0.00006695878],"domain_scores_gemma":[0.9964569,0.001615053,0.001231085,0.0001179759,0.0003960905,0.0001828543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000360534,0.0001235738,0.9315115,0.0001808356,0.00007936076,0.0002350346,0.0000831072,0.0001773655,0.00365531,0.00005202859,0.00113955,0.06240191],"study_design_scores_gemma":[0.00005304155,0.001101109,0.9863307,0.0002042857,0.0001168035,0.00537714,0.0001966587,0.001989398,0.002211786,0.0002032598,0.002196189,0.00001956757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9166242,0.05700424,0.01269737,0.001490371,0.0001965703,0.0004504846,0.001615625,0.0004134003,0.009507832],"genre_scores_gemma":[0.9738704,0.009865521,0.01349859,0.000444006,0.000217599,0.0001700221,0.0007964967,0.00002168324,0.001115831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001847022,"threshold_uncertainty_score":0.009768128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398786520639347,"score_gpt":0.2948271975344642,"score_spread":0.2708393323280707,"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."}}