{"id":"W2183036608","doi":"10.1017/s1481803500009234","title":"Survival rates for adult trauma patients who require cardiopulmonary resuscitation","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Medicine; Vital signs; Cardiopulmonary resuscitation; Emergency medicine; Injury Severity Score; Resuscitation; Revised Trauma Score; Mortality rate; Blunt trauma; Major trauma; Pulseless electrical activity; Anesthesia; Medical emergency; Poison control; Injury prevention; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003152159,0.0001620073,0.0002956316,0.0006353117,0.0003099736,0.0004261217,0.0001802312,0.0005519599,0.00328929],"category_scores_gemma":[0.002252392,0.0001210884,0.000591243,0.0005522349,0.0001639061,0.0004683448,0.0003623113,0.0005727586,0.0004095331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002991169,"about_ca_system_score_gemma":0.0002555485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003965149,"about_ca_topic_score_gemma":0.004117818,"domain_scores_codex":[0.9998387,0.00002241442,0.00001940147,0.00002853433,0.00002289866,0.00006804534],"domain_scores_gemma":[0.9988686,0.0002029916,0.0004415839,0.00005272745,0.0001354918,0.0002985699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009491772,0.00004586514,0.9937125,0.0000182001,0.00007035201,0.0002124597,0.0001333335,0.000226822,0.0001633473,0.00009230257,0.0004662026,0.0039094],"study_design_scores_gemma":[0.00002726224,0.0004156442,0.9979991,0.0000116258,0.00006286825,0.0004986796,0.000264409,0.000310864,0.00005798847,0.0001057971,0.0002375621,0.000008207808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977308,0.0003150988,0.00006175878,0.00009522001,0.00001314537,0.000004891104,0.0008655955,0.000005732089,0.0009077776],"genre_scores_gemma":[0.9989967,0.000140451,0.00001980438,0.00002689522,0.00001049982,0.000003701464,0.0005799339,0.000001135964,0.0002209254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003965149,"threshold_uncertainty_score":0.01100373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07961844701395782,"score_gpt":0.3469302665206674,"score_spread":0.2673118195067096,"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."}}