{"id":"W4324134889","doi":"10.1016/j.aohep.2023.100902","title":"Hepatocellular carcinoma in Colombia 2017 – 2021","year":2023,"lang":"en","type":"letter","venue":"Annals of Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Carcinoma; MEDLINE; General surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001477992,0.0003498523,0.001317899,0.0004622301,0.00002904897,0.000007548078,0.0001933008,0.000898602,0.0005045793],"category_scores_gemma":[0.000088347,0.0003231166,0.0004135074,0.0002459599,0.0001559771,0.00003218087,0.0001064565,0.0007198312,0.0006081315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004897063,"about_ca_system_score_gemma":0.0003788821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001986939,"about_ca_topic_score_gemma":0.00007735172,"domain_scores_codex":[0.9977608,0.0001651278,0.0005710516,0.0005817749,0.0003186432,0.000602633],"domain_scores_gemma":[0.998466,0.0002661065,0.000249094,0.0007030946,0.0001990137,0.000116685],"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":[0.00004497109,0.0001795477,0.4385166,0.0002658691,0.0002158478,0.02376026,0.00003191391,9.36538e-8,0.000003759596,0.00001082141,0.5367635,0.0002067467],"study_design_scores_gemma":[0.001649076,0.0007515848,0.2517045,0.0003954995,0.0004688346,0.0001414422,0.00002113409,0.0001317055,0.001328117,0.0003227496,0.7427179,0.0003674279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5124937,0.003377831,1.201226e-7,0.4818332,0.0003704781,0.0005363406,0.0001585838,0.00002388707,0.001205827],"genre_scores_gemma":[0.6425264,0.003539399,0.00001543471,0.3491063,0.0007431587,0.0002547079,0.00185918,0.00008584715,0.001869539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2059543,"threshold_uncertainty_score":0.9999221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105972028756351,"score_gpt":0.3370940842680004,"score_spread":0.2311220555116493,"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."}}