{"id":"W2036811203","doi":"10.1002/hep.20169","title":"Screening in liver disease: Report of an AASLD clinical workshop","year":2004,"lang":"en","type":"review","venue":"Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Liver disease; Internal medicine; Gastroenterology","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":[0.00383692,0.0008604402,0.0009279931,0.002024847,0.00037513,0.001030226,0.0009564934,0.001765971,0.001728005],"category_scores_gemma":[0.002973831,0.0004094002,0.0007741414,0.002225158,0.0002545451,0.0009642746,0.0009924714,0.001451877,0.001459097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485257,"about_ca_system_score_gemma":0.00510613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003736854,"about_ca_topic_score_gemma":0.005595231,"domain_scores_codex":[0.9988561,0.0003416408,0.0001621099,0.000106205,0.0004080494,0.0001259751],"domain_scores_gemma":[0.9988241,0.0002014144,0.0001331742,0.00002586505,0.000598465,0.0002171045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000248501,0.0003065445,0.001350125,0.007959644,0.0001129644,0.00175442,0.0003908466,0.0004646057,0.001365236,0.001410536,0.2552083,0.7294283],"study_design_scores_gemma":[0.00009175296,0.0003882165,0.004828307,0.00794,0.0001462128,0.003463814,0.0003670503,0.000112818,0.0008103853,0.0004727898,0.9813372,0.00004143774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003118241,0.9680669,0.0006813406,0.01129888,0.006666128,0.0003441147,0.0002931807,0.00002872443,0.009502603],"genre_scores_gemma":[0.006581785,0.9796345,0.001681349,0.004490093,0.001614955,0.0002478174,0.0006299638,0.00001119636,0.005108331],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00383692,"threshold_uncertainty_score":0.02029181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1732012434309436,"score_gpt":0.462211960965965,"score_spread":0.2890107175350214,"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."}}