{"id":"W2034007337","doi":"10.3747/co.21.1959","title":"18F-Fluorodeoxyglucose Positron-Emission Tomography Could Have a Prognostic Role in Patients with Advanced Hepatocellular Carcinoma","year":2014,"lang":"en","type":"article","venue":"Current Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Positron emission tomography; Hepatocellular carcinoma; Fluorodeoxyglucose; Retrospective cohort study; Standardized uptake value; Radiology; Prospective cohort study; Nuclear medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006152775,0.0002808379,0.0002162218,0.0004986664,0.0002125144,0.0004809929,0.0002101941,0.0004082038,0.001129701],"category_scores_gemma":[0.002282053,0.0001305262,0.0002449651,0.0006431073,0.0003126331,0.0004424095,0.0002508544,0.0003071109,0.0002455387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002655205,"about_ca_system_score_gemma":0.0002206996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009339858,"about_ca_topic_score_gemma":0.001185888,"domain_scores_codex":[0.9998592,0.00004940526,0.0000160155,0.00002194715,0.00002443218,0.00002905604],"domain_scores_gemma":[0.9986395,0.0004347566,0.0005675229,0.00004664086,0.0001214136,0.000190168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001185093,0.000007924594,0.9985165,0.000004304165,0.000009503512,0.00004797307,0.000006442901,0.00004447938,0.0001409226,0.000004349523,0.00002403021,0.001075071],"study_design_scores_gemma":[0.00001071508,0.0001546611,0.9979514,0.000008226168,0.00004411958,0.000629533,0.00006863916,0.000586691,0.0002920322,0.0000536974,0.0001960612,0.000004180983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987178,0.0007080847,0.0001102134,0.00009618597,0.000007955832,0.000002665597,0.00009973593,0.000003280273,0.0002542025],"genre_scores_gemma":[0.9996587,0.0001194744,0.00007054597,0.00001105773,0.00001613802,0.000001439238,0.0000801654,5.956501e-7,0.00004198575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001129701,"threshold_uncertainty_score":0.003779173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03540764870914338,"score_gpt":0.2826986820550128,"score_spread":0.2472910333458694,"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."}}