{"id":"W1136081606","doi":"10.71781/26770","title":"Identification de facteurs de risque d'insuffisance rénale en trauma","year":2011,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Major trauma; Trauma center; Acute kidney injury; Internal medicine; Logistic regression; Population; Kidney disease; Coronary artery disease; Emergency medicine; Surgery; Retrospective cohort study","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001017692,0.0004479662,0.0006668051,0.0001595554,0.0002497065,0.0002303138,0.0008228322,0.0006839526,0.00987557],"category_scores_gemma":[0.0004122588,0.0004715281,0.0002018061,0.000215544,0.0001716455,0.0005134116,0.00005761645,0.0006834301,0.00378799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004128863,"about_ca_system_score_gemma":0.000798042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001750159,"about_ca_topic_score_gemma":0.001370789,"domain_scores_codex":[0.997309,0.0002889168,0.0007705915,0.0006790744,0.0002922908,0.0006601359],"domain_scores_gemma":[0.9981925,0.0001886369,0.0005160822,0.0005511621,0.0002094318,0.0003422078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00201991,0.001020563,0.0170772,0.0006221473,0.0003971506,0.000162861,0.1158485,0.00001237104,0.09011089,0.0007260117,0.001332194,0.7706702],"study_design_scores_gemma":[0.001309775,0.0005502697,0.2610469,0.001823631,0.001167517,0.0001070716,0.02074365,0.0002965594,0.63333,0.0005148585,0.07842157,0.0006882368],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9157452,0.001488235,0.000622411,0.0001907705,0.001123005,0.001111859,0.0001256436,0.000004673406,0.07958819],"genre_scores_gemma":[0.8480606,0.0005675213,0.006157051,0.00007058284,0.0005919736,0.0001361708,0.000834001,0.00007748746,0.1435046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7699819,"threshold_uncertainty_score":0.9997736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04821391292072969,"score_gpt":0.3557705074890249,"score_spread":0.3075565945682953,"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."}}