{"id":"W6939900135","doi":"10.6084/m9.figshare.14205468.v1","title":"Additional file 3 of Evidence for use of damage control surgery and damage control interventions in civilian trauma patients: a systematic review","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; Ottawa Hospital; Foothills Medical Centre; University of Ottawa","funders":"","keywords":"Psychological intervention; Damage control; Control (management); Cohort; Damage control surgery; Risk assessment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001340477,0.0001016895,0.0005854281,0.00006887454,0.00003670372,0.00004165182,0.00009208867,0.0000389582,0.8581731],"category_scores_gemma":[0.03835535,0.00008414278,0.0002605943,0.0001406436,0.00001617377,0.0004000506,0.00003238275,0.00005506859,0.00005892526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002459383,"about_ca_system_score_gemma":0.00007325878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001680602,"about_ca_topic_score_gemma":0.0003186892,"domain_scores_codex":[0.998567,0.0002158407,0.0007434137,0.0001924835,0.0001521551,0.0001291482],"domain_scores_gemma":[0.9882522,0.01042545,0.0004530259,0.0002370848,0.0005847244,0.00004749804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001238286,0.0001263145,0.00001385866,0.09607946,0.00001664914,0.000003615133,0.0000173151,0.00000464598,0.0001885841,0.000002452058,0.9035074,0.00002728854],"study_design_scores_gemma":[0.000416459,0.00005905505,0.005550945,0.9863426,0.00009215831,0.000004680762,0.00003306915,0.0008324615,0.0001847404,0.000009040275,0.006345366,0.0001294277],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001895136,0.00116715,0.000004508154,0.00005735142,0.00003090689,0.0007422129,0.9960743,0.000008378858,0.00002005477],"genre_scores_gemma":[0.1532869,0.00004454246,0.0002755305,0.0004215899,0.00003406762,0.005921202,0.839332,0.0000211217,0.0006630684],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8971621,"threshold_uncertainty_score":0.969745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.227302532762587,"score_gpt":0.3473547428184826,"score_spread":0.1200522100558956,"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."}}