{"id":"W1517851310","doi":"10.3810/pgm.2005.10.1699","title":"Update on community-acquired pneumonia","year":2005,"lang":"en","type":"review","venue":"Postgraduate Medicine","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Community-acquired pneumonia; Pneumonia; Intensive care medicine; Context (archaeology); Antibiotic therapy; Antibiotics; Combination therapy; Antibiotic resistance; Internal medicine; Microbiology","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":[0.001326785,0.00137275,0.002563375,0.005056955,0.0004719025,0.001382755,0.001383564,0.002877206,0.008761569],"category_scores_gemma":[0.002960474,0.0004871615,0.0009779466,0.004176814,0.0005323503,0.002706562,0.000942496,0.002649297,0.005704217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220087,"about_ca_system_score_gemma":0.002174312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003063303,"about_ca_topic_score_gemma":0.009008229,"domain_scores_codex":[0.9992243,0.0001578985,0.0001391709,0.00008409288,0.0003412355,0.00005326512],"domain_scores_gemma":[0.9976372,0.0008472339,0.0003131554,0.00004985376,0.0009201946,0.0002324899],"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":[0.00007064279,0.00006755777,0.0002219916,0.01321446,0.00009821942,0.0007540133,0.00006780679,0.0001771958,0.0004152378,0.001268811,0.2901413,0.6935028],"study_design_scores_gemma":[0.00001842057,0.00006347155,0.0007931829,0.004825253,0.00009231191,0.002738173,0.00003950604,0.00003651304,0.00006271845,0.0003760798,0.9909396,0.00001476914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000070127,0.9941493,0.00006158664,0.001232772,0.002704875,0.000007018597,0.0000244928,0.00001026892,0.001739499],"genre_scores_gemma":[0.0004312716,0.9929803,0.0002064187,0.001609968,0.0030465,0.00001004968,0.00006737492,0.000002580384,0.001645498],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008761569,"threshold_uncertainty_score":0.02931035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1547107604188966,"score_gpt":0.419837450341905,"score_spread":0.2651266899230084,"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."}}