{"id":"W2967239975","doi":"10.1016/j.ijrobp.2019.03.009","title":"In Regard to Sanford et al","year":2019,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Hitachi; Varian Medical Systems; George Washington University","keywords":"Medicine; Hepatocellular carcinoma; Proton therapy; Liver function; Internal medicine; Radiation therapy; Nuclear medicine; Gastroenterology","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":[0.002603939,0.0007962817,0.001294822,0.001150769,0.005132959,0.005876507,0.002098346,0.07765894,0.0109314],"category_scores_gemma":[0.0362665,0.0008534079,0.001547906,0.001041125,0.003255317,0.003284175,0.002293577,0.04855798,0.008249402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005927992,"about_ca_system_score_gemma":0.004574216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003798174,"about_ca_topic_score_gemma":0.009405838,"domain_scores_codex":[0.9970307,0.000656852,0.0003370664,0.0004937671,0.0006993267,0.0007821839],"domain_scores_gemma":[0.9900777,0.004726852,0.001160491,0.0004301418,0.001745311,0.001859591],"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":[0.00004781779,0.00006488147,0.002162852,0.00006540999,0.00003931292,0.01867856,0.0003369205,0.0001547341,0.000158795,0.005546947,0.9655243,0.007219561],"study_design_scores_gemma":[0.0001925944,0.0001311058,0.002740667,0.0007928883,0.0001318647,0.02436669,0.001546643,0.001200786,0.0004109225,0.02273382,0.9456043,0.0001476461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007772869,0.0006615141,0.0001120127,0.9570691,0.03712709,0.000011727,0.00003072296,0.00002031276,0.00419031],"genre_scores_gemma":[0.009010797,0.0008883768,0.0002347363,0.888621,0.09362935,0.00003503612,0.00002967335,0.00002119132,0.007529873],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07765894,"threshold_uncertainty_score":0.04301083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04958161494766947,"score_gpt":0.337497663885826,"score_spread":0.2879160489381565,"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."}}