{"id":"W1994026450","doi":"10.1016/j.neuchi.2010.10.015","title":"Réduction du taux d’infection liée aux ventriculostomies, avec l’utilisation des cathéters imprégnés d’antibiotique, chez les patients admis pour une hémorragie sous-arachnoïdienne non traumatique","year":2010,"lang":"fr","type":"article","venue":"Neurochirurgie","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Craniotomy; Awake craniotomy; Anesthesia; Surgery","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":[],"category_scores_codex":[0.0008248612,0.0008096135,0.001035084,0.0005280057,0.0006809221,0.00009844374,0.0002726715,0.001267628,0.001290514],"category_scores_gemma":[0.001680568,0.000794715,0.0004915014,0.001068439,0.0007478577,0.0006317242,0.0001337331,0.001949556,0.0004657246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006424011,"about_ca_system_score_gemma":0.0008129198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003812183,"about_ca_topic_score_gemma":0.002591282,"domain_scores_codex":[0.9952317,0.0004695478,0.001238236,0.001115138,0.000570711,0.001374594],"domain_scores_gemma":[0.9967422,0.0004843031,0.0006199896,0.0006602374,0.0006385773,0.000854644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001110945,0.007782252,0.4232313,0.001681105,0.0002651594,0.0007807239,0.006176997,0.0001879279,0.1610974,0.001558084,0.008229698,0.3878984],"study_design_scores_gemma":[0.005986142,0.002548754,0.8932756,0.0005143652,0.0005708119,0.0005804593,0.0002613515,0.00650438,0.02804855,0.0004360027,0.06043759,0.0008359833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741212,0.0003686044,0.0006778224,0.008883202,0.01037788,0.001335383,0.00005815617,0.0003442656,0.003833464],"genre_scores_gemma":[0.9912406,0.002533529,0.00036971,0.0006549176,0.002841444,0.00005620917,0.00027734,0.0001598343,0.001866379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4700443,"threshold_uncertainty_score":0.9996225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01894862935358351,"score_gpt":0.2833055192962315,"score_spread":0.264356889942648,"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."}}