{"id":"W2619948882","doi":"10.1186/s40779-017-0125-6","title":"The impacts of different embolization techniques on splenic artery embolization for blunt splenic injury: a systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"Military Medical Research","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Embolization; Splenic artery; Meta-analysis; Blunt; Radiology; Surgery; Incidence (geometry); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009887908,0.0005451761,0.008760259,0.000789188,0.0004640945,0.00004070434,0.0007653901,0.0005096448,0.0002549046],"category_scores_gemma":[0.02026425,0.0002497775,0.002649653,0.0007401883,0.0008336662,0.00008603332,0.0002362202,0.0009977253,0.0000119778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002051429,"about_ca_system_score_gemma":0.000714373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006485303,"about_ca_topic_score_gemma":0.0001068778,"domain_scores_codex":[0.991805,0.002200897,0.002096525,0.0006784622,0.002595174,0.000624006],"domain_scores_gemma":[0.992027,0.004213627,0.0005726611,0.001895404,0.0007691174,0.0005222195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001083303,0.0001689148,0.000001213968,0.9103288,0.03917223,0.000009422481,0.00005362743,5.164154e-9,3.291655e-7,0.0004018769,0.002826082,0.04692916],"study_design_scores_gemma":[0.0002185581,0.001950307,0.00001430225,0.1994406,0.7158505,0.00004366689,0.00005386296,0.00006712606,0.00001386471,0.0003812349,0.08165374,0.0003122861],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001567731,0.9885992,0.0001332869,0.001376119,0.00003361293,0.009484715,0.0002016443,0.00003027014,0.0001255207],"genre_scores_gemma":[0.0005388689,0.9949259,0.00004642114,0.0001890377,0.0001273458,0.003007825,0.0003656075,0.00005971266,0.000739332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7108882,"threshold_uncertainty_score":0.9999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2679395918831901,"score_gpt":0.5311633450592617,"score_spread":0.2632237531760716,"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."}}