{"id":"W7093298993","doi":"10.63209/2025.1546","title":"Évaluation de l’usage du voriconazole au Centre intégré universitaire de santé et de services sociaux de l’Estrie–Centre hospitalier universitaire de Sherbrooke","year":2025,"lang":"","type":"article","venue":"Pharmactuel","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"Université de Montréal","keywords":"Context (archaeology); Hospital ward; Ile de france","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002583341,0.0007417798,0.0007834617,0.0002786329,0.0009346051,0.0001488948,0.000769073,0.0005757004,0.001417058],"category_scores_gemma":[0.0003794178,0.0008677634,0.0005274654,0.000846351,0.0003535445,0.0008041231,0.0003520276,0.001140927,0.00009215304],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01229165,"about_ca_system_score_gemma":0.0110863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002221309,"about_ca_topic_score_gemma":0.001911974,"domain_scores_codex":[0.9943193,0.001318092,0.0006199821,0.0009656518,0.0006838045,0.002093178],"domain_scores_gemma":[0.99695,0.0006585083,0.0003394021,0.0006124529,0.0004744527,0.0009651954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00164035,0.001012392,0.9164839,0.002107346,0.0009417405,0.0007629786,0.02745873,0.0005400972,0.01260912,0.001543378,0.01100324,0.02389674],"study_design_scores_gemma":[0.008392874,0.0002048898,0.8444245,0.001896581,0.003764031,0.0000292236,0.07845813,0.03009488,0.01762195,0.003569335,0.01050888,0.00103473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600397,0.002139486,0.009156883,0.008542283,0.0004349012,0.0008537763,0.000158701,0.0001970368,0.01847723],"genre_scores_gemma":[0.9840415,0.00470162,0.001016114,0.003506046,0.0004425879,0.000005337257,0.0001321224,0.00006821216,0.006086537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07205939,"threshold_uncertainty_score":0.9994958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012987943546956,"score_gpt":0.30504370524902,"score_spread":0.292055761702064,"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."}}