{"id":"W2006929330","doi":"10.1136/bmj.c2916","title":"Community acquired pneumonia","year":2010,"lang":"en","type":"editorial","venue":"BMJ","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pneumonia; Computer science; Community-acquired pneumonia; Medicine; Data science; Intensive care medicine; World Wide Web; 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":[0.005001674,0.002757919,0.003306309,0.00264962,0.001632721,0.003727774,0.002791365,0.01204032,0.01206425],"category_scores_gemma":[0.02917999,0.0009762695,0.002065008,0.001593927,0.001836058,0.004338055,0.00132469,0.02454741,0.01463466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002322597,"about_ca_system_score_gemma":0.003276044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243266,"about_ca_topic_score_gemma":0.005639793,"domain_scores_codex":[0.9951642,0.001087001,0.0009978986,0.0004459122,0.002033666,0.0002711989],"domain_scores_gemma":[0.9724054,0.01075376,0.001719519,0.0006591131,0.01196629,0.002495873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001940064,0.00001239834,0.00006749747,0.0005398039,0.00001440006,0.0001606014,0.00001691032,0.00001279903,0.00004053853,0.0002601144,0.9842278,0.01462779],"study_design_scores_gemma":[0.00007547373,0.00003797784,0.0009496018,0.001466307,0.00004791084,0.0008248906,0.00005417847,0.00006141989,0.00007323123,0.0005532653,0.9958346,0.00002117738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000813878,0.02184119,0.0001917763,0.06327153,0.9092734,0.00005829813,0.00009292775,0.00005910369,0.005130422],"genre_scores_gemma":[0.0008770956,0.04685212,0.0003353828,0.07027903,0.8688591,0.0000620975,0.0001510358,0.00003765866,0.01254649],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01206425,"threshold_uncertainty_score":0.04035896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238218832029789,"score_gpt":0.3438358859385813,"score_spread":0.3214536976182834,"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."}}