{"id":"W2809843530","doi":"10.1097/md.0000000000011131","title":"Comprehensive analysis of common safety profiles and their predictive factors in 520 records of liver cancer patients treated by drug-eluting beads transarterial chemoembolization","year":2018,"lang":"en","type":"article","venue":"Medicine","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Vomiting; Incidence (geometry); Internal medicine; Diabetes mellitus; Gastroenterology; Nausea; Retrospective cohort study; Adverse effect; Surgery","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":[0.0005957488,0.0001497114,0.0003833042,0.001677042,0.0003432157,0.0003800593,0.0002146735,0.0002030412,0.0009482662],"category_scores_gemma":[0.002731907,0.0001940484,0.0004297708,0.001719475,0.000170928,0.0004015875,0.0003507765,0.0002783835,0.0001814221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003029278,"about_ca_system_score_gemma":0.0006304709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00334868,"about_ca_topic_score_gemma":0.004251635,"domain_scores_codex":[0.9991747,0.00012491,0.0002573814,0.0001748649,0.0001858766,0.00008226497],"domain_scores_gemma":[0.9972463,0.0004991124,0.001500787,0.0002176035,0.000343459,0.0001928678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005872241,0.00001907278,0.9970623,0.00004362884,0.00003105187,0.0001168032,0.00006621943,0.00002179393,0.0002036567,0.000008477905,0.00009818859,0.002270154],"study_design_scores_gemma":[0.000005725929,0.00008562074,0.9983767,0.00001598405,0.00004705677,0.0006280968,0.0001708812,0.00009861824,0.0001213666,0.000009829173,0.0004360432,0.000003951146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966408,0.001120926,0.0002137542,0.00003268281,0.000006705613,0.00002670469,0.00167948,0.000006649326,0.0002723332],"genre_scores_gemma":[0.9962351,0.0005864555,0.0002258792,0.0000270895,0.000016138,0.00003096917,0.002756262,0.000002706741,0.0001193345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00334868,"threshold_uncertainty_score":0.006658375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03062007204358894,"score_gpt":0.2560644892160197,"score_spread":0.2254444171724307,"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."}}