{"id":"W1972949305","doi":"10.4017/gt.2009.08.02.026.00","title":"ISG 2010 Vancouver conference","year":2009,"lang":"en","type":"article","venue":"Gerontechnology","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001092284,0.001083877,0.000640187,0.001371558,0.002977101,0.007778144,0.001054443,0.002896577,0.4787998],"category_scores_gemma":[0.001365204,0.0003222816,0.0005184107,0.001346024,0.0007877834,0.001206004,0.00255962,0.00234366,0.2892263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003431854,"about_ca_system_score_gemma":0.005420305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0490358,"about_ca_topic_score_gemma":0.1481403,"domain_scores_codex":[0.9991271,0.00007378293,0.0000190287,0.0001158427,0.0004516292,0.0002125535],"domain_scores_gemma":[0.9988505,0.0000599343,0.00002337291,0.00006119712,0.0005753009,0.0004296741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005812616,0.00003809266,0.0002542728,0.00007307031,0.000004921151,0.00006414178,0.00003870649,0.0001045295,0.0002536886,0.002284033,0.9520112,0.0448151],"study_design_scores_gemma":[0.000005039864,0.000008454912,0.0007260226,0.00004793617,0.000001975681,0.00002472603,0.00008531532,0.00005667232,0.00007081892,0.0003790761,0.9985899,0.00000393722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001859366,0.004344918,0.00047525,0.01018701,0.01631695,0.00006379967,0.0009799036,0.0002823426,0.9654905],"genre_scores_gemma":[0.002140137,0.0009514983,0.0001177554,0.0004082166,0.0003285159,0.00001210502,0.0003578199,0.00005135663,0.9956325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4787998,"threshold_uncertainty_score":0.7434288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02919696506819184,"score_gpt":0.2826400277855118,"score_spread":0.25344306271732,"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."}}