{"id":"W3138875505","doi":"10.1007/s43678-021-00100-3","title":"Comparison of clinical and anatomical criteria for resuscitative endovascular balloon occlusion of the aorta (REBOA) among major trauma patients in Nova Scotia","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Resuscitation; Retrospective cohort study; Major trauma; Surgery; Emergency 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005317716,0.0002988974,0.0005284385,0.001697839,0.001213884,0.001091755,0.0008695588,0.0007630759,0.002131231],"category_scores_gemma":[0.004308614,0.0004777559,0.0005197942,0.0021858,0.001043114,0.0003973254,0.001117129,0.0008455705,0.0002940127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006072631,"about_ca_system_score_gemma":0.004823993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5958998,"about_ca_topic_score_gemma":0.6520868,"domain_scores_codex":[0.9990834,0.0001277744,0.0001413016,0.0001303498,0.0002008365,0.0003164675],"domain_scores_gemma":[0.9959235,0.0006239332,0.00147321,0.000101478,0.0008939509,0.0009838742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008173373,0.00002392652,0.9983581,0.00001535149,0.00002150525,0.0003044417,0.0003318916,0.0000435376,0.000148303,0.00003389241,0.0001431862,0.0004941061],"study_design_scores_gemma":[0.000005160055,0.00003070109,0.9986345,0.00001522134,0.00000623007,0.0001791239,0.0009643168,0.00006665929,0.00001091686,0.000008737868,0.00007442028,0.000004119051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979647,0.0001545309,0.00004460863,0.0001473983,0.00001805853,0.00002549086,0.0005258941,0.000002102149,0.001117218],"genre_scores_gemma":[0.9992958,0.0001108065,0.00004618323,0.00006737216,0.000008250135,0.00001153433,0.0002639861,0.000002490998,0.0001935817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4041002,"threshold_uncertainty_score":0.81296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277519938920291,"score_gpt":0.4310898052424828,"score_spread":0.3033378113504537,"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."}}