{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005428505,0.0005362802,0.002967664,0.0001873757,0.00007259259,0.00003751871,0.00008910135,0.0005481303,0.0002257454],"category_scores_gemma":[0.0001174213,0.0003891001,0.001654368,0.0001326751,0.00002857711,0.00004751342,0.00001913565,0.0001619226,0.0001035059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002863455,"about_ca_system_score_gemma":0.0007804167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009464099,"about_ca_topic_score_gemma":3.73169e-7,"domain_scores_codex":[0.997521,0.00004420451,0.0009991532,0.0007691758,0.0002372357,0.0004291902],"domain_scores_gemma":[0.997557,0.0003003497,0.0008001938,0.001014092,0.0001517128,0.0001766626],"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":[0.00005392046,0.0001666241,0.0008182162,0.02252574,0.00126389,0.0004519295,0.00002131891,8.169895e-9,0.000006818836,0.00001973428,0.02171145,0.9529604],"study_design_scores_gemma":[0.0006741708,0.0006890683,0.000004695154,0.003882113,0.005214067,0.001364251,6.9932e-7,0.00004458052,0.00002965263,0.0000336905,0.9876959,0.0003671009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001786008,0.9844039,0.0002459723,0.000108038,0.0006126852,0.01262852,0.0001011098,0.0001164047,0.00176549],"genre_scores_gemma":[0.000009462731,0.9361292,0.004584226,0.00008380538,0.0009827868,0.002824693,0.004178074,0.0002192241,0.05098851],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9659845,"threshold_uncertainty_score":0.9998561,"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."}}