{"id":"W3139463942","doi":"10.1245/s10434-021-09883-2","title":"ASO Author Reflections: Disappearing Liver Metastases: Should We Be Afraid of the Dark?","year":2021,"lang":"en","type":"letter","venue":"Annals of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Surgical oncology; Medicine; General surgery; Radiology; 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":[0.003462589,0.0007312193,0.001729308,0.0009518308,0.005227763,0.005599831,0.002009466,0.06387404,0.009276252],"category_scores_gemma":[0.02821096,0.0008241851,0.001298225,0.0009678385,0.003114828,0.005909141,0.002096343,0.06356843,0.006789797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005227862,"about_ca_system_score_gemma":0.006336702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007880397,"about_ca_topic_score_gemma":0.01438535,"domain_scores_codex":[0.9967989,0.0008446375,0.0003889293,0.0003921454,0.0009919192,0.0005833912],"domain_scores_gemma":[0.987726,0.004773896,0.0008555481,0.0003233305,0.003156233,0.003164977],"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":[0.00004510185,0.00003905209,0.00077517,0.00004005787,0.0000135557,0.001881151,0.0001575399,0.00004341367,0.00008467418,0.001449236,0.9907048,0.004766147],"study_design_scores_gemma":[0.0001378784,0.00008894844,0.001737535,0.0005995173,0.0000481729,0.004087498,0.001368498,0.0004002476,0.0001771749,0.007172832,0.9840479,0.0001338168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001856404,0.0008115493,0.00002705549,0.9749452,0.02269503,0.000004465461,0.00001496219,0.000008297937,0.001307871],"genre_scores_gemma":[0.002753848,0.001331755,0.0001263753,0.934681,0.05476899,0.00001710577,0.0000148554,0.00001737495,0.00628866],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06387404,"threshold_uncertainty_score":0.03793097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4363588671714699,"score_gpt":0.417965376766632,"score_spread":0.0183934904048379,"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."}}