{"id":"W7066503563","doi":"","title":"Improving the prognosis of patients with Staphylococcus aureus bloodstream infections: A multifaceted treatment analysis","year":2015,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Plant Pathogenic Bacteria Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Nucleofection; Fusible alloy; Gestational period; Diafiltration; Liquation; Hyporeflexia; Proteogenomics; TSG101","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":[],"consensus_categories":[],"category_scores_codex":[0.00008026963,0.0002147444,0.0004394667,0.00006730343,0.0002550526,0.00001520264,0.0002455885,0.0001363226,0.00001153764],"category_scores_gemma":[0.00002240638,0.00008690427,0.000217398,0.0007041579,0.00007930485,0.00008294937,0.00005100371,0.00008554256,0.00000299695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009382528,"about_ca_system_score_gemma":0.00002787801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0143295,"about_ca_topic_score_gemma":0.7406294,"domain_scores_codex":[0.9990604,0.00008629113,0.0001159144,0.0002868531,0.000279216,0.0001713195],"domain_scores_gemma":[0.9988365,0.00009539119,0.0005350113,0.00008805416,0.0003939269,0.00005113349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002888892,0.0007863068,0.9621226,0.00004397137,0.002516092,0.000005206805,0.000743048,0.0000211349,0.02006069,0.000001677367,0.0001083465,0.01330207],"study_design_scores_gemma":[0.0004076075,0.0008056585,0.9742235,0.00003168844,0.00230044,1.164412e-7,0.02121133,0.00003498282,0.0004792538,0.000001635613,0.0003395118,0.0001642928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981524,0.0001069318,9.167378e-7,0.0000544197,0.00004725612,0.0005583192,0.0009241606,0.00003086969,0.0001246951],"genre_scores_gemma":[0.9981388,0.00007500831,0.00009002853,0.000001506383,0.00001962555,0.000003746189,0.00151163,0.000001422466,0.0001581641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7262999,"threshold_uncertainty_score":0.9922342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260218158747902,"score_gpt":0.1846862236961319,"score_spread":0.1720840421086529,"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."}}