{"id":"W2013350497","doi":"10.1016/j.cld.2007.08.011","title":"Surveillance for Hepatocellular Carcinoma and Early Diagnosis","year":2007,"lang":"en","type":"review","venue":"Clinics in Liver Disease","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Radiofrequency ablation; Radiology; Incidence (geometry); Ultrasound; Carcinoma; Ablation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001020121,0.0009364536,0.002153273,0.004362104,0.0002307499,0.0009541657,0.0007849614,0.001065026,0.003215046],"category_scores_gemma":[0.003345447,0.0003507148,0.0006053587,0.004627798,0.0004694239,0.001277564,0.0005877135,0.001267786,0.0009273041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016481,"about_ca_system_score_gemma":0.00210772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003951081,"about_ca_topic_score_gemma":0.009822846,"domain_scores_codex":[0.9995605,0.0001168397,0.00009995698,0.00006714955,0.0001283771,0.00002721146],"domain_scores_gemma":[0.9981084,0.001007635,0.0004488445,0.00003326994,0.0003210703,0.00008085185],"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":[0.00006068971,0.00004444416,0.0008011715,0.02723704,0.0001543334,0.0001942098,0.00004500027,0.000250579,0.0001999967,0.000889454,0.04022731,0.9298958],"study_design_scores_gemma":[0.00008012185,0.0002048908,0.007105545,0.05251612,0.001366216,0.003372492,0.0002054163,0.0002424617,0.000307043,0.001380367,0.9331744,0.0000448117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005484524,0.9990107,0.00004298363,0.0002550494,0.0001933857,0.000003777802,0.00001526189,0.000002985115,0.0004209238],"genre_scores_gemma":[0.0007253578,0.9984608,0.0001093442,0.0002486672,0.0002463848,0.000005330821,0.00002459358,6.836034e-7,0.0001788971],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004362104,"threshold_uncertainty_score":0.01075542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1944197246161142,"score_gpt":0.3675869649582759,"score_spread":0.1731672403421617,"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."}}