{"id":"W4400650471","doi":"10.1080/14787210.2024.2374280","title":"How is ceftobiprole used in Canada: the CLEAR study final results","year":2024,"lang":"en","type":"article","venue":"Expert Review of Anti-infective Therapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Memorial Hospital; Dr. Georges-L.-Dumont University Hospital Centre; University of Manitoba; St. Joseph’s Healthcare Hamilton; London Health Sciences Centre; The Scarborough Hospital; Moncton Hospital; Hamilton Health Sciences; Health Sciences Centre; William Osler Health System; Memorial University of Newfoundland; Royal University Hospital","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01268637,0.0005349416,0.001775185,0.003648891,0.001900812,0.004742559,0.001741572,0.0009930417,0.004570808],"category_scores_gemma":[0.03908802,0.0004979054,0.002816586,0.008774134,0.001572993,0.001213824,0.0009738629,0.001364808,0.0009850116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03636125,"about_ca_system_score_gemma":0.1377981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9191071,"about_ca_topic_score_gemma":0.9334181,"domain_scores_codex":[0.9746456,0.00448388,0.003892662,0.002100962,0.01260883,0.002268135],"domain_scores_gemma":[0.9569184,0.005033971,0.007715528,0.001245857,0.02727853,0.001807747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005149191,0.0003530379,0.4930152,0.05344965,0.005836695,0.0006051517,0.002268114,0.0007421003,0.000616278,0.003900108,0.09719547,0.336869],"study_design_scores_gemma":[0.001332013,0.0008414542,0.6616327,0.03654652,0.01164182,0.001201091,0.003825109,0.0005974742,0.001581392,0.0009092794,0.27956,0.0003310833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1381388,0.5646906,0.003259367,0.02449917,0.001737311,0.007465312,0.2020484,0.0001737647,0.05798727],"genre_scores_gemma":[0.7073959,0.1976469,0.007971742,0.01360834,0.000840775,0.003033059,0.0608326,0.000259614,0.008411109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08089286,"threshold_uncertainty_score":0.2638205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206276561506385,"score_gpt":0.3058447390194172,"score_spread":0.2852170828687787,"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."}}