{"id":"W2593569737","doi":"10.1038/ajg.2016.603","title":"Editorial: Not All Nodules Are Created Equal: A Personalized Approach to Indeterminate (<2 cm) Nodules Identified on HCC Surveillance","year":2017,"lang":"en","type":"editorial","venue":"The American Journal of Gastroenterology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Risk stratification; Radiology; Nodule (geology); Washout; Indeterminate; Ultrasound; Contrast-enhanced ultrasound; Pathology; 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":[0.00296234,0.002679405,0.00293969,0.001990972,0.002000844,0.004461854,0.002757801,0.01198677,0.01156777],"category_scores_gemma":[0.0138371,0.0008677623,0.001978071,0.000982073,0.001856199,0.004133516,0.0009524063,0.01810413,0.01272011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001926363,"about_ca_system_score_gemma":0.001460632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009425581,"about_ca_topic_score_gemma":0.00199728,"domain_scores_codex":[0.9983408,0.0003212952,0.0002648352,0.0002213146,0.0007277362,0.0001240045],"domain_scores_gemma":[0.9901692,0.003604251,0.0006245316,0.0002603032,0.003585064,0.001756751],"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":[0.0000451734,0.00001701725,0.00005005354,0.0001672984,0.00001447581,0.0002139153,0.000009029425,0.0000247154,0.00004360326,0.0001823228,0.9924337,0.006798737],"study_design_scores_gemma":[0.0001407249,0.00007847377,0.000728347,0.0005990927,0.00008973601,0.001340408,0.00007418051,0.0002819378,0.0001560759,0.0008889386,0.9955889,0.00003320299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00008806144,0.004925692,0.0001157286,0.04904689,0.9440131,0.00002445086,0.00004367605,0.00008127678,0.001661172],"genre_scores_gemma":[0.0004322312,0.003629097,0.00007393609,0.02239366,0.9688919,0.00001483309,0.00002699572,0.00001907806,0.004518257],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01198677,"threshold_uncertainty_score":0.03869808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04282636820085366,"score_gpt":0.2929343343381702,"score_spread":0.2501079661373166,"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."}}