{"id":"W2314225602","doi":"","title":"In Vitro Activity of Ceftobiprole Against 5,435 Pathogens Obtained from Patients in Canadian Hospitals: CANWARD 2007","year":2008,"lang":"en","type":"article","venue":"46th Annual Meeting","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001921872,0.0001601624,0.0003766998,0.0002850333,0.00008911612,0.000004838544,0.00008150726,0.0001088963,0.0000407581],"category_scores_gemma":[0.0002644169,0.0001641222,0.00007126248,0.0003988712,0.00005589269,0.0001601799,0.00003038995,0.0002840862,0.00001379483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004642892,"about_ca_system_score_gemma":0.0005884551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5948197,"about_ca_topic_score_gemma":0.2905451,"domain_scores_codex":[0.9985711,0.00007953883,0.00032486,0.0002958484,0.0002119987,0.0005166491],"domain_scores_gemma":[0.9991619,0.00006262364,0.0001097192,0.0002120947,0.0001449403,0.0003086956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001991833,0.0001863528,0.9724018,0.00002450204,0.0000182105,0.0001841953,0.001782768,0.00005451959,0.02111712,0.000001739689,0.00064696,0.003382621],"study_design_scores_gemma":[0.002053096,0.0001650054,0.9588329,0.0001549843,0.00001910637,0.000004396269,0.0005033938,0.00008616827,0.03499493,0.000007531108,0.002982492,0.0001960561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915937,0.00009526298,0.000001621275,0.0002442038,0.0002754461,0.0003848373,0.0004502056,0.00001969598,0.006935073],"genre_scores_gemma":[0.99904,0.00004860625,0.0001290542,0.0004389015,0.000140764,0.00002973977,0.00006280874,0.0000243396,0.00008575063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3042746,"threshold_uncertainty_score":0.7224006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008542298215544739,"score_gpt":0.24098587325625,"score_spread":0.2324435750407052,"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."}}