{"id":"W6977165336","doi":"10.6084/m9.figshare.16815965","title":"Additional file 1 of Variation in use of damage control laparotomy for trauma by trauma centers in the United States, Canada, and Australasia","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variation (astronomy); Laparotomy; Damage control; Damage control surgery; Electrocution","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":[0.001267631,0.0006616949,0.0008818129,0.002716881,0.0008893298,0.001010629,0.001361365,0.0008464915,0.7139087],"category_scores_gemma":[0.02194758,0.0004712676,0.0006566534,0.006432374,0.0001988567,0.001363819,0.0009052404,0.001033727,0.08701246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001944754,"about_ca_system_score_gemma":0.002985743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06646933,"about_ca_topic_score_gemma":0.07316398,"domain_scores_codex":[0.9987959,0.0001816828,0.0002214814,0.0002402363,0.0003484407,0.0002123897],"domain_scores_gemma":[0.9817904,0.008895293,0.002648619,0.0009875862,0.00503977,0.0006382522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001151102,0.00004513277,0.004049215,0.0004401816,0.00001945015,0.00002079231,0.0000343332,0.0002187987,0.00001558737,0.0005808492,0.9910513,0.003409201],"study_design_scores_gemma":[0.00400815,0.0002869949,0.1666872,0.004721881,0.0001635477,0.0004044742,0.001118819,0.002941298,0.0005038374,0.006389414,0.8126322,0.0001422521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002783654,0.0000104987,0.00006454421,0.00007617441,0.00001240587,0.00005200562,0.9977489,0.00003835469,0.001718774],"genre_scores_gemma":[0.01283742,0.0001387485,0.001061571,0.0004268052,0.00009641655,0.001400528,0.9671034,0.0002171654,0.0167181],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9335307,"threshold_uncertainty_score":0.4080746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04475556221611923,"score_gpt":0.2000126426811843,"score_spread":0.1552570804650651,"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."}}