{"id":"W3162350155","doi":"10.1097/ccm.0000000000005075","title":"Life-Threatening Bleeding in Children: A Prospective Observational Study","year":2021,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Medicine; Observational study; Intensive care medicine; Prospective cohort study; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003697096,0.0002309346,0.0005675692,0.0002092657,0.0001158011,0.00002334184,0.00008432269,0.0001078214,0.0002784164],"category_scores_gemma":[0.01170233,0.0002042412,0.00006427085,0.0008729214,0.000229019,0.0001455982,0.00006872254,0.000505832,0.00001881766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002985088,"about_ca_system_score_gemma":0.0004578277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006584232,"about_ca_topic_score_gemma":0.0000622588,"domain_scores_codex":[0.997502,0.0001148189,0.0005513908,0.0006045274,0.0008248069,0.0004025098],"domain_scores_gemma":[0.9977331,0.0004155702,0.00003975416,0.0003024279,0.001091475,0.0004177287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001399306,0.0003741119,0.9856744,0.0001712182,0.00005209916,0.000509252,0.005689438,0.000003812935,0.001026281,0.002237292,0.0001752892,0.003946908],"study_design_scores_gemma":[0.005005538,0.0009610854,0.949469,0.0005547538,0.0002636935,0.0001420875,0.04230636,0.00007086634,0.0005513743,0.0004597211,0.00004058824,0.0001749511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806555,0.003452098,0.0002757248,0.01101628,0.000359435,0.0009123191,0.00001043249,0.0001127023,0.003205501],"genre_scores_gemma":[0.996115,0.00001509178,0.001058101,0.001624804,0.000816975,0.0001061288,0.0001621541,0.00003793414,0.00006378766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03661692,"threshold_uncertainty_score":0.9966225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.084274551905154,"score_gpt":0.3780018750886337,"score_spread":0.2937273231834797,"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."}}