{"id":"W2516758871","doi":"10.1016/j.adro.2016.08.003","title":"The development, commercialization, and clinical context of yttrium-90 radiolabeled resin and glass microspheres","year":2016,"lang":"en","type":"review","venue":"Advances in Radiation Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Sirtex Medical","keywords":"Medicine; Microsphere; Vascularity; Context (archaeology); Clinical Practice; Medical physics; Surgery; Family medicine","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":[0.0008626017,0.0002169175,0.001375466,0.00009447957,0.0001030723,0.00001093527,0.0001148542,0.0003610549,0.0000160587],"category_scores_gemma":[0.0009623964,0.0001303202,0.00010188,0.0001810711,0.0003519803,0.00008672118,0.00005999502,0.0001865557,0.000006419757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002021012,"about_ca_system_score_gemma":0.0006259682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008717579,"about_ca_topic_score_gemma":0.0003235014,"domain_scores_codex":[0.9976172,0.0006564154,0.001136046,0.000303521,0.00009837829,0.0001884685],"domain_scores_gemma":[0.9954102,0.003540345,0.0006515332,0.0002307505,0.00008412306,0.00008305233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007255777,0.00006030742,0.1202895,0.0007178013,0.0001189359,0.000008429444,0.00008639767,5.053796e-9,3.566443e-7,0.0003767615,0.0002322411,0.8780367],"study_design_scores_gemma":[0.002089376,0.0003017057,0.002294339,0.001786364,0.0002490601,0.00002781746,0.00003085938,0.000007498468,0.000008454232,0.00005642335,0.9930255,0.0001226436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008492425,0.9969608,0.00005068146,0.0003520123,0.0002905652,0.001037475,0.0000136805,0.00001123011,0.0004343567],"genre_scores_gemma":[0.001480811,0.9970332,0.000872764,0.00008233294,0.0001202371,0.0001095806,0.0001019646,0.00002234064,0.0001767268],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9927932,"threshold_uncertainty_score":0.5314302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09288038858920497,"score_gpt":0.4233742763624735,"score_spread":0.3304938877732686,"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."}}