{"id":"W149054809","doi":"10.1155/2002/697424","title":"Characterizing and Developing Strategies for the Treatment of Community‐Acquired Pneumonia at a Community Hospital","year":2002,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Lions Gate Hospital; Vancouver Hospital and Health Sciences Centre","funders":"","keywords":"Medicine; Community-acquired pneumonia; Pneumonia severity index; Azithromycin; Pneumonia; Retrospective cohort study; Emergency medicine; Pediatrics; Antibiotics; Surgery; Internal medicine","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":[0.006712429,0.0009144529,0.0004803588,0.002969362,0.001517588,0.003891354,0.002250877,0.001595437,0.001682343],"category_scores_gemma":[0.01768417,0.0002738303,0.0006050867,0.001267031,0.0009204793,0.001834483,0.002156181,0.001451274,0.0004033829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004074649,"about_ca_system_score_gemma":0.02643576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01803112,"about_ca_topic_score_gemma":0.02742345,"domain_scores_codex":[0.9953922,0.002470009,0.00040792,0.0002496737,0.0009281999,0.0005520484],"domain_scores_gemma":[0.9931943,0.001478856,0.001592141,0.0002208981,0.001956415,0.001557372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001253786,0.001270804,0.2486884,0.002959564,0.0002896678,0.001408892,0.003649782,0.007109801,0.002371745,0.0054432,0.04415813,0.6825247],"study_design_scores_gemma":[0.0005638761,0.00454764,0.6097581,0.02161008,0.001033381,0.005552794,0.07388879,0.02610222,0.006301916,0.03072251,0.2195238,0.0003948534],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5506747,0.06345432,0.07223438,0.2525676,0.001356738,0.005843304,0.0009376519,0.0007470048,0.0521843],"genre_scores_gemma":[0.7788175,0.05244986,0.1502874,0.01181045,0.0007817302,0.002257965,0.001329727,0.00006890983,0.002196403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01803112,"threshold_uncertainty_score":0.03585231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07691332573485482,"score_gpt":0.2906998283978172,"score_spread":0.2137865026629623,"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."}}