{"id":"W2946374695","doi":"10.1016/j.jhepr.2019.05.004","title":"Radiotherapy for HCC: Ready for prime time?","year":2019,"lang":"en","type":"review","venue":"JHEP Reports","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Bridging (networking); Radiation therapy; Radiology; Oncology; Medical physics; Internal medicine; Computer science","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":[0.0006459388,0.0004337099,0.0009728173,0.001488723,0.0001839925,0.0009242865,0.0006500002,0.001020814,0.003858277],"category_scores_gemma":[0.001620251,0.0001662587,0.0004984653,0.001693077,0.0005269905,0.001684102,0.0004646147,0.001584711,0.00164764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005627678,"about_ca_system_score_gemma":0.001206587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001488524,"about_ca_topic_score_gemma":0.00246871,"domain_scores_codex":[0.9998077,0.00005155793,0.00003761225,0.0000295343,0.00005786988,0.00001568393],"domain_scores_gemma":[0.9995179,0.0002781219,0.00007327958,0.00001632222,0.00008943884,0.00002490897],"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":[0.00004797248,0.000019928,0.0002153314,0.02067986,0.00007688911,0.0001732662,0.00007460106,0.0001834776,0.0002846294,0.003540116,0.03860852,0.9360955],"study_design_scores_gemma":[0.00001760612,0.00006853674,0.001055597,0.01772779,0.0001594401,0.002570951,0.0001341094,0.0000496402,0.0001847882,0.002732695,0.9752796,0.00001926042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004236401,0.9985959,0.00003708954,0.0006381989,0.0002119409,0.000001304284,0.000006212837,0.000002363271,0.00046457],"genre_scores_gemma":[0.000337805,0.9989542,0.00004859597,0.0002615798,0.0002371691,0.000001678967,0.00001063099,9.530658e-7,0.0001473463],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003858277,"threshold_uncertainty_score":0.01290721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2411594071273684,"score_gpt":0.3875463354240772,"score_spread":0.1463869282967088,"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."}}