{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009725118,0.0001580753,0.0002955668,0.0002128543,0.00005328001,0.000009097711,0.0001597858,0.0003407368,0.000217593],"category_scores_gemma":[0.0001672339,0.0001477005,0.00005857191,0.0002264845,0.0001569014,0.00008458966,0.00003011116,0.0003775844,0.0002900875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009023509,"about_ca_system_score_gemma":0.00008777715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001751654,"about_ca_topic_score_gemma":0.0003685167,"domain_scores_codex":[0.9988689,0.00001736961,0.0002462132,0.000330127,0.0001774859,0.0003599308],"domain_scores_gemma":[0.9991537,0.00002419891,0.00008218523,0.0005140804,0.0001455968,0.00008025644],"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":[0.0003135428,0.0004421536,0.003241685,0.00003973236,0.00005025382,0.0002226866,0.0003913051,0.000002112516,0.0735607,0.0138632,0.1162545,0.7916182],"study_design_scores_gemma":[0.01371017,0.008058102,0.3032694,0.0004363574,0.0003922968,0.0008966318,0.003923407,0.0009688154,0.232076,0.05794007,0.3766853,0.001643433],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9278538,0.0007715276,0.01347592,0.02097348,0.00226658,0.0007796054,0.0000112617,0.001431653,0.03243615],"genre_scores_gemma":[0.9901462,0.00005524536,0.004849654,0.0010533,0.00007102639,0.0000150796,0.00001192751,0.00001430135,0.00378333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7899747,"threshold_uncertainty_score":0.6023051,"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."}}