{"id":"W2353904409","doi":"10.1016/j.arcped.2006.03.085","title":"L'épidémiologie aux urgences : utile aux enfants ou aux pédiatres ?","year":2006,"lang":"fr","type":"article","venue":"Archives de Pédiatrie","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Gynecology; Lung disease; Lung; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002645295,0.0006950131,0.0008287535,0.0002913064,0.0005641863,0.00008623384,0.0006504299,0.0002761131,0.002956447],"category_scores_gemma":[0.0006055954,0.0006178111,0.0006600007,0.0004463484,0.001097262,0.0003250727,0.0003133145,0.000606655,0.0008324862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007988694,"about_ca_system_score_gemma":0.002368694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002992237,"about_ca_topic_score_gemma":0.0002418161,"domain_scores_codex":[0.9952883,0.0005258893,0.0008780975,0.0008967665,0.0004584902,0.00195243],"domain_scores_gemma":[0.996344,0.001747891,0.0002680649,0.0006547519,0.00006416658,0.000921122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009035757,0.001470865,0.7027235,0.0007556063,0.0002841707,0.00208837,0.0003982016,0.0005188645,0.002017688,0.02567148,0.1057998,0.1573679],"study_design_scores_gemma":[0.000948029,0.0005041597,0.4663865,0.0002573153,0.0006358399,0.0001253313,0.0003159373,0.002408978,0.0004961893,0.04186569,0.4854206,0.0006355188],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6532024,0.2484408,0.00007584254,0.03033789,0.002819439,0.0007102481,0.001535882,0.000356439,0.06252115],"genre_scores_gemma":[0.9063814,0.0189806,0.0007099428,0.002103254,0.006541397,0.00006889054,0.0004759702,0.00007583918,0.06466276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3796208,"threshold_uncertainty_score":0.9999455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03572015828691658,"score_gpt":0.3131359402016842,"score_spread":0.2774157819147676,"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."}}