{"id":"W2150071979","doi":"10.5847/wjem.j.issn.1920-8642.2012.02.006","title":"Modified shock index and mortality rate of emergency patients","year":2012,"lang":"en","type":"article","venue":"World Journal of Emergency Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":169,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Index (typography); Shock (circulatory); Mortality rate; Emergency medicine; Internal medicine; World Wide Web; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001541696,0.0002696557,0.0007938172,0.0005796976,0.00006679,0.000001378559,0.0001522177,0.00008306114,0.002024604],"category_scores_gemma":[0.0009778611,0.0002012399,0.0001763324,0.0008229238,0.00009728379,0.0003374576,0.00004395845,0.0004078419,0.000005023239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007060568,"about_ca_system_score_gemma":0.00007102511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006875226,"about_ca_topic_score_gemma":0.0000920286,"domain_scores_codex":[0.9964604,0.0001631491,0.001971343,0.0001905416,0.0008074889,0.0004070563],"domain_scores_gemma":[0.9968845,0.00007029335,0.001212454,0.000324736,0.0009635482,0.0005444491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004636584,0.0005115436,0.9750177,0.0003106485,0.0002597252,0.000007410285,0.001466148,0.00001377664,0.003964603,0.0002644891,0.01246112,0.005259235],"study_design_scores_gemma":[0.003371107,0.0006439817,0.9907897,0.00033223,0.0005433962,0.000008872832,0.0003259415,0.00006276516,0.0004312721,0.0006018705,0.002726397,0.0001624422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816746,0.005914861,0.0003785805,0.0009549118,0.006532977,0.0003315393,0.000008655187,0.00001405033,0.004189792],"genre_scores_gemma":[0.9950181,0.002592742,0.0001272487,0.00008337673,0.001268848,0.00000415201,0.0000164504,0.00003341409,0.0008557158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01577208,"threshold_uncertainty_score":0.9988877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07376390629224103,"score_gpt":0.359541873620107,"score_spread":0.285777967327866,"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."}}