{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008106947,0.0005129517,0.0007512916,0.002855385,0.0002102089,0.0008079931,0.0004968984,0.0008213206,0.001406634],"category_scores_gemma":[0.0008259837,0.0002780572,0.0004857375,0.002018186,0.0004064429,0.001079482,0.0004065163,0.0009464879,0.00080262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000403128,"about_ca_system_score_gemma":0.001208028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008460137,"about_ca_topic_score_gemma":0.00109715,"domain_scores_codex":[0.9996753,0.00006030097,0.00006540117,0.00005253278,0.0001251402,0.00002138074],"domain_scores_gemma":[0.9996578,0.0001489539,0.00007219901,0.00001000466,0.00009382248,0.00001732373],"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":[0.0001075794,0.0001064527,0.0005412632,0.02890454,0.00008514732,0.0007390871,0.0001339379,0.0004679327,0.01242572,0.006635668,0.008972294,0.9408805],"study_design_scores_gemma":[0.0000173498,0.0002396987,0.001740581,0.00357935,0.0001286599,0.003629528,0.00009729974,0.0001353784,0.005307336,0.001406957,0.9836908,0.00002708394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004783515,0.9982052,0.0001526769,0.0001740187,0.00007833738,0.000006109372,0.00001500862,0.000004146059,0.0008862421],"genre_scores_gemma":[0.001974018,0.9971628,0.0002681091,0.0001060203,0.00006756366,0.000008207188,0.00002277026,0.000001276371,0.0003892038],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002855385,"threshold_uncertainty_score":0.004705667,"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."}}