{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005315719,0.00134546,0.001193003,0.002644358,0.0005064261,0.004007253,0.0009218745,0.001643486,0.006215888],"category_scores_gemma":[0.01583256,0.0007407735,0.001833687,0.004342341,0.0008008841,0.002702766,0.001299546,0.002440489,0.0002554423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01137571,"about_ca_system_score_gemma":0.01437786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05142047,"about_ca_topic_score_gemma":0.05549125,"domain_scores_codex":[0.9950609,0.00288881,0.0001490445,0.0001252046,0.0006098213,0.001166318],"domain_scores_gemma":[0.9911782,0.005089759,0.001146721,0.0001594286,0.001443973,0.0009818851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00376164,0.001082373,0.0659596,0.001041168,0.002220565,0.001078141,0.0004205088,0.7062755,0.002025405,0.0753831,0.027583,0.113169],"study_design_scores_gemma":[0.00149104,0.004670353,0.1642592,0.001952712,0.004998868,0.0008310893,0.009662662,0.6415346,0.003907696,0.09871926,0.06748165,0.0004908948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7908507,0.02284412,0.02489657,0.0658236,0.0008556003,0.001111289,0.009370845,0.0002111559,0.08403613],"genre_scores_gemma":[0.9877684,0.00384394,0.003150582,0.001401625,0.0001629396,0.0001455255,0.0008669341,0.00005409323,0.00260599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05142047,"threshold_uncertainty_score":0.1022424,"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."}}