{"id":"W4406464857","doi":"10.1016/j.ysur.2015.03.143","title":"10.1016/j.ysur.2015.03.143","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Intravenous contrast; Contrast-induced nephropathy; Contrast (vision); Blunt; Computed tomography; Blunt trauma; Radiology; Incidence (geometry); Nephropathy; Nuclear medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007405974,0.001190246,0.0005431877,0.001928248,0.001023864,0.002774776,0.0009524368,0.003127554,0.8831834],"category_scores_gemma":[0.001737538,0.0004239541,0.0005680919,0.0008496272,0.0009273549,0.002398001,0.001492341,0.001410868,0.8210666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000760121,"about_ca_system_score_gemma":0.00138674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001842968,"about_ca_topic_score_gemma":0.001618229,"domain_scores_codex":[0.9996939,0.00002809938,0.00003162713,0.00008872942,0.00008156337,0.00007627749],"domain_scores_gemma":[0.999014,0.0001741652,0.0001620225,0.0000569146,0.000218881,0.0003739928],"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":[0.0002967376,0.0003305176,0.008515514,0.0007040399,0.0000455974,0.0006455411,0.0002003531,0.0002229114,0.0006233773,0.005891406,0.2650884,0.7174356],"study_design_scores_gemma":[0.00008654796,0.0002016962,0.009584066,0.001897828,0.0000812271,0.006361022,0.0006469221,0.0004388784,0.0005716373,0.008121924,0.9719629,0.00004538057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008072011,0.01802128,0.003163649,0.008694661,0.003041648,0.0001456161,0.003050006,0.001990966,0.95382],"genre_scores_gemma":[0.03212458,0.009600039,0.002759221,0.0031877,0.001442397,0.0001401271,0.002303016,0.0004617599,0.9479811],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1168166,"threshold_uncertainty_score":0.1666247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006716704825672,"score_gpt":0.2242816610624808,"score_spread":0.214214494014224,"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."}}