{"id":"W2100040914","doi":"10.1148/radiographics.21.suppl_1.g01oc05s55","title":"Selection of Patients for Resection of Hepatic Metastases: Improved Detection of Extrahepatic Disease with FDG PET","year":2001,"lang":"en","type":"review","venue":"Radiographics","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Medicine; Selection (genetic algorithm); Resection; Disease; Radiology; Internal medicine; Surgery; Artificial intelligence","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":[0.0004167415,0.0005612265,0.001668814,0.001491478,0.0001250335,0.0004891477,0.0005207651,0.0005653606,0.001922557],"category_scores_gemma":[0.000878396,0.0001358542,0.0003402011,0.001359105,0.0002769262,0.0005963177,0.000195696,0.0006878322,0.001461302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002620926,"about_ca_system_score_gemma":0.0003879228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006379739,"about_ca_topic_score_gemma":0.001192595,"domain_scores_codex":[0.9998616,0.00003431266,0.00002053312,0.00002167898,0.00005121404,0.0000106063],"domain_scores_gemma":[0.9997572,0.000107766,0.00004357571,0.000007595961,0.00006373056,0.00001997118],"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":[0.00008341896,0.0000461793,0.002675154,0.004084405,0.00006622568,0.0008946796,0.00003024085,0.0001912229,0.001293185,0.0003823891,0.01447541,0.9757774],"study_design_scores_gemma":[0.0001873613,0.0004292151,0.0564206,0.008456658,0.0005563225,0.04284471,0.0003466401,0.0005028117,0.00224968,0.003189216,0.8847352,0.00008156121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009346345,0.9962987,0.0003987707,0.0005950887,0.0002049083,0.000007273469,0.00001959685,0.00001588858,0.001525168],"genre_scores_gemma":[0.00517093,0.9930871,0.0005988978,0.0002632157,0.0003058377,0.00001240737,0.00005131296,0.000002679683,0.0005075848],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001922557,"threshold_uncertainty_score":0.00643158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0522873919535416,"score_gpt":0.2882197089251457,"score_spread":0.2359323169716041,"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."}}