{"id":"W6901409066","doi":"10.60645/bdc-5go6-b1vp","title":"Resuscitation Outcomes Consortium (ROC) Trauma Epidemiologic Registry (Trauma Epistry) (ROC-Trauma Epistry-BioLINCC)","year":2025,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resuscitation; Emergency medical services; Cardiopulmonary resuscitation; Psychological intervention; Population; Chain of survival; Emergency department; Public health; Clinical trial","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":[0.005838928,0.0008553981,0.001677576,0.004073463,0.001256543,0.003553279,0.002949364,0.001634639,0.3944417],"category_scores_gemma":[0.05637775,0.0009025963,0.001052238,0.01010273,0.0004031021,0.002534259,0.003594666,0.0021592,0.1697752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001952401,"about_ca_system_score_gemma":0.005829325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03019867,"about_ca_topic_score_gemma":0.03625339,"domain_scores_codex":[0.9941564,0.001615061,0.001501245,0.001028133,0.001243298,0.0004559514],"domain_scores_gemma":[0.9661378,0.00929289,0.005267854,0.004541447,0.01307982,0.00168027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009516341,0.0000101448,0.0009029408,0.0002997751,0.00001652168,0.000005764628,0.0000245501,0.00001840774,0.00001656587,0.0005339702,0.995813,0.002263271],"study_design_scores_gemma":[0.001030924,0.00007838429,0.02346295,0.003316174,0.0001297155,0.00009225433,0.0004184259,0.0002669936,0.0002802208,0.002024598,0.9688072,0.00009211665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002360929,0.00005564148,0.0002790742,0.0005560613,0.0001277356,0.0002158263,0.9905424,0.0002419398,0.007745378],"genre_scores_gemma":[0.002607219,0.0003107977,0.002003996,0.001065834,0.0001931831,0.002981783,0.9817082,0.0007500464,0.008378951],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3944417,"threshold_uncertainty_score":0.8637553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08340206052810378,"score_gpt":0.3820437186522297,"score_spread":0.298641658124126,"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."}}