{"id":"W7065979404","doi":"","title":"Évaluation de la qualité de la démarche diagnostique devant un syndrome confusionnel au service des urgences du CHU de Clermont-Ferrand","year":2008,"lang":"fr","type":"other","venue":"OpenGrey (Institut de l'Information Scientifique et Technique)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hospital admission; Primary care; Lung disease","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01131301,0.0007979237,0.0006685903,0.0009265183,0.000861393,0.0009653121,0.0009426393,0.001486217,0.001411627],"category_scores_gemma":[0.002635431,0.0008689121,0.0002500729,0.001140995,0.0007297662,0.00255133,0.0001581753,0.001164486,0.00023861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002527369,"about_ca_system_score_gemma":0.003829836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005624749,"about_ca_topic_score_gemma":0.001880625,"domain_scores_codex":[0.9946725,0.001476112,0.001353536,0.000520792,0.0007984057,0.001178614],"domain_scores_gemma":[0.9961745,0.001609099,0.0004810287,0.0006263986,0.0005340716,0.0005748717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002179165,0.001123361,0.032772,0.01051171,0.0007717107,0.0006724293,0.1375919,0.2255147,0.03114173,0.09562168,0.02077677,0.4432841],"study_design_scores_gemma":[0.002106444,0.0001259156,0.242308,0.007912371,0.0003101581,0.002218576,0.0006472545,0.1270767,0.04670848,0.009929718,0.5584049,0.002251412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1920328,0.0003514108,0.6682428,0.0005936498,0.000585961,0.004596415,0.0002371291,0.0004739591,0.132886],"genre_scores_gemma":[0.8496096,0.01438356,0.1281007,0.001224247,0.0002034857,0.003319905,0.00093969,0.0002738811,0.001944933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6575768,"threshold_uncertainty_score":0.99981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02921818171876265,"score_gpt":0.2756071641344339,"score_spread":0.2463889824156713,"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."}}