{"id":"W4280534060","doi":"10.3390/curroncol29050292","title":"Treatment Outcomes for Primary Hepatic Angiosarcoma: National Cancer Database Analysis 2004–2014","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Chemotherapy; Proportional hazards model; Cancer; Cohort; Hepatocellular carcinoma; Survival analysis; Gastroenterology; Comorbidity; Database; Surgery; Oncology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002434794,0.0001758531,0.0006324371,0.000337615,0.0002164793,0.000006585572,0.0001128486,0.00003202314,0.0008628767],"category_scores_gemma":[0.00005063276,0.0001418026,0.0006658079,0.0003730505,0.00004350716,0.00003874407,0.000101999,0.0001312822,0.00001346888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001473785,"about_ca_system_score_gemma":0.0006476389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009088641,"about_ca_topic_score_gemma":0.0001113865,"domain_scores_codex":[0.998561,0.0001103075,0.000297988,0.0003638506,0.0003717815,0.0002950679],"domain_scores_gemma":[0.9991822,0.0001769945,0.0001286208,0.0002625836,0.0001212124,0.0001284361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002407076,0.004212836,0.91489,0.000134983,0.00296584,0.00007998004,0.000275129,0.0002744008,0.0002635237,0.0006011893,0.03432258,0.04173886],"study_design_scores_gemma":[0.006381063,0.001219356,0.2039621,0.00001031348,0.004378124,0.00006371288,0.000121351,0.004167174,0.00003977944,0.0001403418,0.7792714,0.0002451957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468958,0.02760099,0.003301271,0.01244505,0.002813704,0.002532571,0.00304576,0.0001596375,0.001205265],"genre_scores_gemma":[0.9835826,0.0005943344,0.001806089,0.001430554,0.0006263247,0.003151972,0.006654656,0.0000453753,0.002108131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7449489,"threshold_uncertainty_score":0.9447895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08593500640046657,"score_gpt":0.4137127372291055,"score_spread":0.3277777308286389,"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."}}