{"id":"W1972262570","doi":"10.7326/0003-4819-157-4-201208210-00021","title":"Screening for Liver Cancer: The Rush to Judgment","year":2012,"lang":"en","type":"letter","venue":"Annals of Internal Medicine","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Family medicine; Liver cancer; Hepatology; Cancer; Traditional medicine; Gerontology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06333023,0.002004171,0.004542529,0.004549004,0.005413263,0.01239783,0.006947733,0.03537889,0.01312195],"category_scores_gemma":[0.3007879,0.001742109,0.002774443,0.002764075,0.01536683,0.02475608,0.004826333,0.07268643,0.01164855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009272791,"about_ca_system_score_gemma":0.01594734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00728309,"about_ca_topic_score_gemma":0.009915121,"domain_scores_codex":[0.9427414,0.02418804,0.008876138,0.004674331,0.01757336,0.001946715],"domain_scores_gemma":[0.6722215,0.20272,0.00976613,0.008418834,0.08401234,0.02286123],"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":[0.00004684354,0.00001526332,0.0001070107,0.0002375971,0.00002878792,0.0001332277,0.000128536,0.00002610981,0.0000280582,0.001862949,0.9822937,0.01509193],"study_design_scores_gemma":[0.0001472422,0.00009847098,0.0005735543,0.004583949,0.00008994377,0.0008423782,0.0013635,0.0001853145,0.0001036829,0.02731407,0.9645337,0.0001641331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00006375003,0.008714469,0.0001535392,0.9430339,0.04723521,0.000007615461,0.00003601458,0.0000332144,0.0007223271],"genre_scores_gemma":[0.002133343,0.01125764,0.0005820621,0.8910967,0.09302375,0.00003404972,0.00004426241,0.00006709525,0.001760967],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06333023,"threshold_uncertainty_score":0.3349262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2617441811583319,"score_gpt":0.3649145591630522,"score_spread":0.1031703780047203,"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."}}