{"id":"W2467814878","doi":"","title":"Impact of Antibiotic Therapy on Outcome of Bacteremic Pneumococcal Pneumonia in Toronto, Canada","year":2006,"lang":"en","type":"article","venue":"44th Annual Meeting","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pneumococcal pneumonia; Pneumonia; Medicine; Antibiotic therapy; Antibiotics; Streptococcus pneumoniae; Intensive care medicine; Internal medicine; Microbiology; Biology","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":[0.0001813789,0.0001748847,0.0004553137,0.0000971,0.00003784944,0.000003869506,0.00007924328,0.00008959082,0.00006031761],"category_scores_gemma":[0.00009616943,0.0001316979,0.0001467578,0.000181049,0.00004703526,0.00006600241,0.00001575781,0.0001795325,0.000001722344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005116869,"about_ca_system_score_gemma":0.0004005449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7173712,"about_ca_topic_score_gemma":0.4464614,"domain_scores_codex":[0.998629,0.00006481632,0.000568804,0.0001905432,0.0002403137,0.0003064965],"domain_scores_gemma":[0.9992669,0.0001113262,0.0002013268,0.0002204375,0.0001085915,0.00009140397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005521466,0.0001819458,0.6815866,0.00003610777,0.00002191429,0.00001893668,0.00006967878,0.0001433021,0.3171286,0.00001391567,0.00003563122,0.0007081166],"study_design_scores_gemma":[0.0009107359,0.0007121856,0.989673,0.000197442,0.00001406967,0.00002100204,0.0001571567,0.00003540121,0.007947778,0.00000336434,0.0002147257,0.0001131183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917386,0.0001331681,5.897202e-7,0.0001035693,0.0001490934,0.0002301175,0.00005813503,0.00001903916,0.007567655],"genre_scores_gemma":[0.9996713,0.00001669452,0.00001181827,0.00008368963,0.0001038039,0.000002177245,0.000008921226,0.00002004763,0.00008158061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3091808,"threshold_uncertainty_score":0.5636392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184239372265034,"score_gpt":0.3026376353295117,"score_spread":0.2907952416068613,"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."}}