{"id":"W7062882069","doi":"","title":"Utilisation de la trachéotomie chez les patients ayant subi un traumatisme craniocérébral","year":2023,"lang":"fr","type":"other","venue":"","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intensive care; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Poison control; Glasgow Coma Scale","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":[0.000301784,0.0005558025,0.0005306331,0.0001328861,0.0002819141,0.0001659637,0.0001782168,0.0004176568,0.008211889],"category_scores_gemma":[0.00002226503,0.0005414321,0.000299552,0.0001509601,0.0002731437,0.0001130066,0.00006694208,0.0004937351,0.0009161964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002329882,"about_ca_system_score_gemma":0.0001477452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003181104,"about_ca_topic_score_gemma":0.0003049433,"domain_scores_codex":[0.997806,0.0002845983,0.0004955733,0.0005230134,0.0002731499,0.0006177032],"domain_scores_gemma":[0.9988085,0.000304108,0.0003314735,0.0002774723,0.00008438716,0.000194063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005011465,0.0009571278,0.174787,0.000141144,0.0008192597,0.00002265024,0.004034706,0.0002680497,0.0003496085,0.3676994,0.003747854,0.4471231],"study_design_scores_gemma":[0.0056697,0.0003533774,0.6762072,0.001072591,0.0006906099,0.000003827465,0.003213587,0.03808879,0.001678359,0.01757199,0.252907,0.002542972],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3773322,0.0001211566,0.06929798,0.0003711256,0.001015229,0.001050628,0.0003943337,0.0002721436,0.5501453],"genre_scores_gemma":[0.8129037,0.00003905082,0.004489603,0.00004411599,0.0007490319,0.0000162803,0.0002071697,0.0005743599,0.1809767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5014203,"threshold_uncertainty_score":0.9998617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433299606123635,"score_gpt":0.2326766341459917,"score_spread":0.2183436380847554,"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."}}