{"id":"W2065383813","doi":"10.1001/archinternmed.2009.259","title":"Guideline-Concordant Therapy and Reduced Mortality and Length of Stay in Adults With Community-Acquired Pneumonia","year":2009,"lang":"en","type":"article","venue":"Archives of Internal Medicine","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":203,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Guideline; Community-acquired pneumonia; Concordance; Odds ratio; Pneumonia; Intensive care unit; Confidence interval; Intensive care medicine; Discontinuation; Internal medicine; Emergency medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001331611,0.000199446,0.0004271006,0.0004191655,0.0002058138,0.0005835574,0.0003575814,0.0004894557,0.0005196322],"category_scores_gemma":[0.01384407,0.0001330374,0.0004035379,0.0007294978,0.0001664109,0.0002418396,0.0003170236,0.000545494,0.00007217914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005148288,"about_ca_system_score_gemma":0.0007427817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005490058,"about_ca_topic_score_gemma":0.009333502,"domain_scores_codex":[0.9984639,0.0007027679,0.0002369874,0.0001603783,0.0003241891,0.0001117501],"domain_scores_gemma":[0.9920847,0.00189634,0.004544414,0.0002732585,0.0006897961,0.0005114485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001805327,0.00008683238,0.9944195,0.00003236665,0.0001587467,0.00005229298,0.00003859231,0.0001167694,0.00009209952,0.00001527123,0.0002435179,0.004563455],"study_design_scores_gemma":[0.00002614641,0.0001775668,0.9988336,0.00002204747,0.00008058832,0.0001531309,0.00004173859,0.000488754,0.00004300413,0.00002294179,0.0001075915,0.000002696732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978961,0.001058564,0.0001150131,0.000290444,0.00001084892,0.000009746712,0.0002295503,0.000008057669,0.0003816093],"genre_scores_gemma":[0.999177,0.000212307,0.0002219925,0.00008830857,0.00001469798,0.000006589745,0.0002537563,0.000001283861,0.00002409666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005490058,"threshold_uncertainty_score":0.01091623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03244317407705535,"score_gpt":0.3235768343570557,"score_spread":0.2911336602800004,"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."}}