{"id":"W2011057752","doi":"10.1007/s40137-014-0050-5","title":"Treatment of Unresectable Liver-Only Disease: Systemic Therapy versus Locoregional Therapy","year":2014,"lang":"en","type":"article","venue":"Current Surgery Reports","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Systemic therapy; Disease; Palliative Therapy; Intensive care medicine; Systemic disease; Internal medicine; Oncology; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0002725641,0.0003197861,0.0007210263,0.0001897843,0.00007934398,0.0000172732,0.00004161214,0.00007403085,0.0002273985],"category_scores_gemma":[0.00007460294,0.0002290954,0.0006212028,0.0002250848,0.00008475325,0.00007543835,0.00001227356,0.00006610352,0.00002085206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001470549,"about_ca_system_score_gemma":0.0005181033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005777063,"about_ca_topic_score_gemma":0.000001430578,"domain_scores_codex":[0.9979286,0.0001425882,0.0006193432,0.0004700751,0.0004897029,0.0003496983],"domain_scores_gemma":[0.9980223,0.0004128248,0.0003771448,0.0006743624,0.000175857,0.0003375152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001517356,0.001114394,0.7971548,0.0001195157,0.000229198,0.000637122,0.00006808774,7.087604e-7,0.000190262,0.00003208854,0.0009358542,0.1980006],"study_design_scores_gemma":[0.009780463,0.003150765,0.5510426,0.001181224,0.0006909127,0.002093972,0.00003874317,0.001049519,0.01282814,0.0001159021,0.4170609,0.0009668494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328666,0.06419063,0.00003875286,0.0001168463,0.001505614,0.0008598117,0.00000934215,0.00008613576,0.000326225],"genre_scores_gemma":[0.9817157,0.01700052,0.00001418353,0.00001236452,0.0004048042,0.000184742,0.0003833379,0.00003926126,0.0002451035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.416125,"threshold_uncertainty_score":0.9342237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1637539067954574,"score_gpt":0.3013516187066335,"score_spread":0.1375977119111761,"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."}}