{"id":"W1608537416","doi":"10.1002/hep.26936","title":"Screening for Liver Cancer: Another Piece of the Puzzle?","year":2013,"lang":"en","type":"letter","venue":"Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Liver cancer; Cancer; Internal medicine","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":[0.03276844,0.001720487,0.005334295,0.00377243,0.002481794,0.007193021,0.004236463,0.01503029,0.01828123],"category_scores_gemma":[0.1277801,0.000830557,0.002424951,0.005691317,0.009175022,0.02245673,0.003403845,0.02751742,0.004773473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004327412,"about_ca_system_score_gemma":0.01003004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01174653,"about_ca_topic_score_gemma":0.01475864,"domain_scores_codex":[0.9854181,0.007613086,0.00174259,0.001658471,0.002938903,0.0006288773],"domain_scores_gemma":[0.8302206,0.1227015,0.006503373,0.004331385,0.0278221,0.008421023],"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":[0.0004697694,0.0001226458,0.002897877,0.007188942,0.0006642955,0.0003170172,0.0006822138,0.0003017925,0.0001613184,0.02078692,0.622561,0.3438462],"study_design_scores_gemma":[0.0003612924,0.0003821999,0.00724073,0.02833066,0.0009478393,0.001640311,0.004042859,0.0008112721,0.0002038376,0.2036758,0.7520597,0.0003035533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002005343,0.1536513,0.0004868691,0.8364562,0.008373715,0.000005755463,0.00009615695,0.00002724644,0.0007022695],"genre_scores_gemma":[0.01220655,0.4830935,0.002738635,0.4190208,0.08063124,0.00006505086,0.0003070722,0.0001179875,0.001819055],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03276844,"threshold_uncertainty_score":0.1732982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05079853311254105,"score_gpt":0.2881737357079598,"score_spread":0.2373752025954188,"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."}}