{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123201,0.0002023078,0.0005323752,0.002427031,0.0003298787,0.0005920237,0.0005798496,0.0003221637,0.001356237],"category_scores_gemma":[0.003615675,0.0002464146,0.0009533714,0.00509656,0.0001951733,0.0004546274,0.0007604593,0.0005646615,0.0002145149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001901336,"about_ca_system_score_gemma":0.001580818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04283305,"about_ca_topic_score_gemma":0.06104741,"domain_scores_codex":[0.9984857,0.0002777305,0.0003660342,0.0003224934,0.0003314892,0.0002165312],"domain_scores_gemma":[0.9971043,0.0003052506,0.001694239,0.0001755487,0.0004687816,0.0002517121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002443776,0.00003617035,0.9932381,0.0002128907,0.0004099115,0.00006048765,0.0000478718,0.0002929954,0.00006765715,0.00006166966,0.002958871,0.002369022],"study_design_scores_gemma":[0.0000288903,0.00003706596,0.9972057,0.00006999722,0.0001658119,0.0001981357,0.0001371452,0.0003540303,0.00004388062,0.00003176036,0.001721339,0.000006172631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9066591,0.00456027,0.0003538981,0.0004913557,0.00004502889,0.0001132918,0.08529349,0.00003339683,0.002450233],"genre_scores_gemma":[0.9509981,0.00117397,0.0003132727,0.000217261,0.00003276962,0.000139144,0.04683575,0.00000909178,0.0002807197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04283305,"threshold_uncertainty_score":0.08516747,"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."}}