{"id":"W7074229041","doi":"","title":"Health and economic outcomes associated with uncontrolled surgical bleeding: a retrospective analysis of the Premier Perspectives Database","year":2015,"lang":"en","type":"other","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemostat; Retrospective cohort study; Coagulopathy; Complication; Cohort study; Cohort; Limiting","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":[],"consensus_categories":[],"category_scores_codex":[0.001505952,0.0002955336,0.0004890519,0.00250571,0.0002546976,0.0008490069,0.0004806112,0.0003100029,0.001248886],"category_scores_gemma":[0.004609231,0.0002996543,0.0007971609,0.004638778,0.0001713739,0.000685752,0.0008155218,0.0004245747,0.0001627924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009065311,"about_ca_system_score_gemma":0.0006730132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191828,"about_ca_topic_score_gemma":0.01400109,"domain_scores_codex":[0.9983668,0.000445449,0.0003015318,0.0002874729,0.0003894456,0.0002092755],"domain_scores_gemma":[0.994244,0.001093296,0.003514165,0.0003349642,0.0004979627,0.000315546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002394928,0.00003063161,0.997094,0.00003665928,0.0001463604,0.0001114127,0.00005076907,0.00007451298,0.00003830182,0.00005326208,0.0008330606,0.00129157],"study_design_scores_gemma":[0.00003184784,0.00006891379,0.9981571,0.00002716944,0.00008315167,0.0002855621,0.0001527715,0.0005013011,0.00005582193,0.00001878972,0.0006106261,0.000006894459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866397,0.0005395586,0.0001290087,0.000104996,0.000006367462,0.00004655455,0.01199629,0.000005818256,0.0005317508],"genre_scores_gemma":[0.9857196,0.0005304355,0.0003408065,0.00007818099,0.0000318907,0.00008665938,0.0130899,0.000006070192,0.0001164993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01191828,"threshold_uncertainty_score":0.02369779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332910526565118,"score_gpt":0.2392299245711793,"score_spread":0.2159008193055282,"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."}}