{"id":"W1502030983","doi":"10.1002/9781444303674.ch11","title":"Diagnosis and Treatment of Community‐Acquired Pneumonia","year":2008,"lang":"en","type":"other","venue":"","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Dalhousie University","funders":"","keywords":"Pneumonia; Intensive care medicine; Community-acquired pneumonia; Medicine; Internal 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":[0.001828952,0.0007170451,0.002078325,0.007183217,0.0004367156,0.001762497,0.001233191,0.001864551,0.02039381],"category_scores_gemma":[0.01263957,0.0003358487,0.00149909,0.005341388,0.0005311022,0.001714722,0.0007848555,0.00142509,0.004621619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002037693,"about_ca_system_score_gemma":0.004721812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006352512,"about_ca_topic_score_gemma":0.01130466,"domain_scores_codex":[0.9977653,0.0007039627,0.0006326478,0.00017691,0.0005959158,0.0001252261],"domain_scores_gemma":[0.9954002,0.002302661,0.001229799,0.00007674094,0.0007931243,0.0001974574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001806867,0.0001055605,0.001971425,0.07371533,0.0002061813,0.0007594685,0.00006990603,0.0001714083,0.0001646521,0.002175955,0.2202621,0.7002174],"study_design_scores_gemma":[0.0002919424,0.0002234906,0.02224672,0.2264766,0.000618574,0.00752835,0.0004719359,0.0002103681,0.0002920936,0.003361298,0.7382095,0.00006905638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0003122119,0.9794828,0.0002426558,0.004827669,0.001823021,0.0001534547,0.001089159,0.00002176851,0.01204731],"genre_scores_gemma":[0.005337059,0.982471,0.001204908,0.003373777,0.003869504,0.0002528986,0.001500935,0.00001064399,0.001979219],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02039381,"threshold_uncertainty_score":0.06822413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04756345423204911,"score_gpt":0.3021326604501947,"score_spread":0.2545692062181455,"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."}}