{"id":"W2406158193","doi":"10.1016/j.jval.2016.03.671","title":"BEYOND BUDGET SILOS: BUDGET IMPACT ANALYSIS OF TRANSARTERIAL RADIOEMBOLIZATION WITH YTTRIUM-90 GLASS MICROSPHERES FOR HEPATOCELLULAR CARCINOMA FROM A HOSPITAL PERSPECTIVE","year":2016,"lang":"en","type":"article","venue":"Value in Health","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; BC Cancer Agency; Toronto General Hospital","funders":"","keywords":"Hepatocellular carcinoma; Microsphere; Glass microsphere; Perspective (graphical); Yttrium; Medicine; Internal medicine; Materials science; Computer science; Engineering; Chemical engineering","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":[0.0003715625,0.0003510218,0.001199068,0.0004265399,0.00007966233,0.00002134599,0.0001225778,0.0001714457,0.0001472648],"category_scores_gemma":[0.00007360095,0.0002309586,0.0004836737,0.0009466701,0.0001233926,0.0001383051,0.00001240283,0.0001012384,0.000003601978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008043268,"about_ca_system_score_gemma":0.0007032698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02186432,"about_ca_topic_score_gemma":0.0002723656,"domain_scores_codex":[0.9975711,0.0002272518,0.0006859879,0.0006296946,0.0003522082,0.0005337234],"domain_scores_gemma":[0.998356,0.000313131,0.000322256,0.0004380654,0.0002790811,0.0002914701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002006558,0.0006348953,0.9817742,0.0001423497,0.001554715,0.00004795182,0.004170343,0.00004822455,0.008538729,0.0002806011,0.0001012349,0.0007002668],"study_design_scores_gemma":[0.02507168,0.01435506,0.8569267,0.0006473053,0.004761059,0.00001686784,0.00156738,0.04696836,0.04721242,0.001423821,0.0002056934,0.0008436819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872584,0.002434398,0.004675974,0.001945211,0.0001234368,0.002161149,0.001313136,0.00004130575,0.00004699864],"genre_scores_gemma":[0.9965393,0.0001517431,0.002366944,0.00007997365,0.0001921227,0.000134283,0.000443794,0.00005709437,0.00003474277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1248474,"threshold_uncertainty_score":0.9846492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02659177708133102,"score_gpt":0.270853470834311,"score_spread":0.24426169375298,"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."}}