{"id":"W2607349892","doi":"10.1002/jmri.25636","title":"Use of blood pool agents with steady‐state MRI to assess the vascular system","year":2017,"lang":"en","type":"review","venue":"Journal of Magnetic Resonance Imaging","topic":"Vascular anomalies and interventions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Computer science; Radiology","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":[0.00108349,0.0003680078,0.002049988,0.0002817769,0.0001450327,0.0002061524,0.0006386418,0.00006632352,0.00006850072],"category_scores_gemma":[0.0002228627,0.0001980511,0.001606474,0.0001984516,0.000124872,0.0002144653,0.0001344331,0.0006023977,0.00001199046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009190026,"about_ca_system_score_gemma":0.0003899474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005478067,"about_ca_topic_score_gemma":0.000005552053,"domain_scores_codex":[0.9968637,0.0002882463,0.001400094,0.0002630898,0.0008543748,0.0003304729],"domain_scores_gemma":[0.9962474,0.0001133192,0.001748671,0.001074236,0.0006200731,0.0001963606],"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":[0.00003983135,0.0001522088,0.0003903845,0.01254535,0.0007711768,0.000949138,0.00009971665,0.0000111207,0.000002695798,0.00002303532,0.002818953,0.9821964],"study_design_scores_gemma":[0.0007486351,0.0005271389,0.001720452,0.1022164,0.006481476,0.004388415,0.00009784743,0.00006990209,0.000003000328,0.000001082371,0.8835686,0.0001770213],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003114465,0.9971964,0.0006129273,0.0002062581,0.000293045,0.0008941102,0.0000286184,0.000008601898,0.0004485394],"genre_scores_gemma":[0.0005339165,0.9951465,0.001813275,0.00006339958,0.0002356275,0.00002576913,0.000003725653,0.0000757817,0.002101965],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9820194,"threshold_uncertainty_score":0.8076288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014729778565445,"score_gpt":0.3569420131879358,"score_spread":0.2554690353313914,"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."}}