{"id":"W7042663889","doi":"","title":"Pronostic des patients de plus de 75 ans avec insuffisance rénale aiguë lors d'un recours aux urgences","year":2023,"lang":"en","type":"dissertation","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Enzyme Structure and Function","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acute kidney injury; Incidence (geometry); Epidemiology; Emergency department; Intensive care; Renal replacement therapy; Population; Mortality rate","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"],"consensus_categories":[],"category_scores_codex":[0.002893125,0.0003906278,0.0003858486,0.0002282351,0.0007369905,0.0003276597,0.0009676341,0.0003582563,0.0005167593],"category_scores_gemma":[0.002842394,0.0004009514,0.0001601047,0.0006297051,0.0002605031,0.0002957155,0.0001281037,0.0004126544,0.0001875599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003496664,"about_ca_system_score_gemma":0.0006841152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001872806,"about_ca_topic_score_gemma":0.0116545,"domain_scores_codex":[0.9954427,0.002084014,0.0005647445,0.0007527055,0.0005186921,0.0006370777],"domain_scores_gemma":[0.9958701,0.0007393376,0.0005815152,0.0009368032,0.001631426,0.0002408813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006541259,0.002162216,0.1129676,0.002828492,0.000357778,0.00005792629,0.4692001,0.001026219,0.1728767,0.01911872,0.01463621,0.204114],"study_design_scores_gemma":[0.001470614,0.000009737233,0.2713705,0.004079439,0.0002915841,0.00001862377,0.003636302,0.003879358,0.6952264,0.01296795,0.005510333,0.001539139],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826122,0.0004779162,0.005510056,0.00035604,0.001080141,0.0004514213,0.00008503052,0.0003584261,0.009068787],"genre_scores_gemma":[0.9621884,0.0006193072,0.009982148,0.00007161425,0.00007392953,0.00016275,0.001779739,0.0001011835,0.0250209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5223498,"threshold_uncertainty_score":0.9998443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145061924224477,"score_gpt":0.2332311640525557,"score_spread":0.221780544810311,"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."}}