{"id":"W2941103695","doi":"10.1245/s10434-019-07386-9","title":"Predictors and Cumulative Frequency of Hepatocellular Carcinoma in High and Intermediate LI-RADS Lesions: A Cohort Study from a Canadian Academic Institution","year":2019,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Queen's University; Western University","funders":"","keywords":"Medicine; Interquartile range; Hepatocellular carcinoma; Hazard ratio; Cohort; Cirrhosis; Radiology; Internal medicine; Proportional hazards model; Cumulative incidence; Retrospective cohort study; Nuclear medicine; Confidence interval","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":[0.0007139838,0.0007920144,0.0008142797,0.003051509,0.004932981,0.002364021,0.002139781,0.001131635,0.003611202],"category_scores_gemma":[0.002388556,0.001032185,0.001219848,0.006370564,0.00129283,0.0009150028,0.001789848,0.001684128,0.000580254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01443606,"about_ca_system_score_gemma":0.02275513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9211256,"about_ca_topic_score_gemma":0.9466971,"domain_scores_codex":[0.9984743,0.00006669031,0.00008651149,0.0003015907,0.0003453724,0.0007255023],"domain_scores_gemma":[0.996884,0.0001265541,0.0006924531,0.0001842845,0.00101852,0.001094098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003302831,0.00002316863,0.9985307,0.000005807502,0.00003062266,0.00009156628,0.0003435386,0.00002298752,0.00009118755,0.00003222526,0.0002806828,0.0005143958],"study_design_scores_gemma":[0.000005658838,0.00003581732,0.9970068,0.00001529688,0.00003718595,0.0002525603,0.0019606,0.0001417832,0.00003497323,0.00002626982,0.0004640572,0.00001902918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972144,0.0002279889,0.00008245205,0.0001907342,0.000009771949,0.000024861,0.001344922,0.000009034344,0.0008959287],"genre_scores_gemma":[0.9982013,0.000205308,0.0001217612,0.00009601748,0.00001146105,0.0000125932,0.0008995932,0.000008396614,0.0004436635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07887441,"threshold_uncertainty_score":0.1586778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07488067808605031,"score_gpt":0.3168851863186815,"score_spread":0.2420045082326312,"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."}}