{"id":"W2108680897","doi":"10.1185/030079904125004376","title":"Nursing home-acquired pneumonia: an emergency department treatment algorithm","year":2004,"lang":"en","type":"review","venue":"Current Medical Research and Opinion","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Emergency department; Pneumonia; Emergency medicine; Intensive care medicine; Algorithm; Medical emergency; Nursing; 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":[0.001896887,0.001040125,0.002461298,0.002340158,0.0003195812,0.001112233,0.002197807,0.001125767,0.002879873],"category_scores_gemma":[0.005007024,0.0003983676,0.0009051925,0.002219241,0.0002285332,0.001466564,0.000543277,0.001124709,0.00161107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001527783,"about_ca_system_score_gemma":0.003246354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002409581,"about_ca_topic_score_gemma":0.004149533,"domain_scores_codex":[0.9988292,0.0004021843,0.000273655,0.000102689,0.0003533701,0.00003896436],"domain_scores_gemma":[0.9984182,0.0004766592,0.0003167835,0.00002473583,0.000678565,0.00008507138],"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":[0.0002038496,0.0003064162,0.006289369,0.01081053,0.0004673183,0.0004763971,0.0001046402,0.003968061,0.0003843201,0.002008816,0.07789941,0.8970809],"study_design_scores_gemma":[0.002436151,0.001834258,0.09078234,0.06323045,0.005187155,0.02138893,0.001095535,0.05157495,0.002348047,0.02132856,0.7384495,0.0003441464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01963622,0.861482,0.05462082,0.02642631,0.002772613,0.005213972,0.002699196,0.001078576,0.0260703],"genre_scores_gemma":[0.09386259,0.5817493,0.2951738,0.005628718,0.00148019,0.004542165,0.01130502,0.00007878929,0.006179468],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002879873,"threshold_uncertainty_score":0.01108491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2304154439951202,"score_gpt":0.533487597536195,"score_spread":0.3030721535410749,"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."}}