{"id":"W2122149063","doi":"10.1007/s00134-010-2123-y","title":"Year in review in Intensive Care Medicine 2010: II. Pneumonia and infections, cardiovascular and haemodynamics, organization, education, haematology, nutrition, ethics and miscellanea","year":2011,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Hematology; Pneumonia; Anesthesiology; Intensive care medicine; Intensive care; Hemodynamics; Pain medicine; Internal medicine; Pathology","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":[0.004005038,0.002209067,0.006223866,0.03550607,0.001112223,0.007410239,0.00234747,0.002252128,0.07198235],"category_scores_gemma":[0.02348258,0.001125299,0.001912535,0.0429698,0.001397728,0.00695102,0.003180357,0.002264702,0.02251215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004923489,"about_ca_system_score_gemma":0.01440495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01071676,"about_ca_topic_score_gemma":0.01910704,"domain_scores_codex":[0.9953249,0.0004910411,0.001758536,0.000290756,0.001720719,0.000414107],"domain_scores_gemma":[0.9764606,0.005054855,0.005807401,0.0004558303,0.009541647,0.002679714],"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":[0.0002322109,0.00003847949,0.0009086354,0.1195136,0.0004741848,0.0002459072,0.0001772597,0.0000962678,0.0004930178,0.001016728,0.6974399,0.1793639],"study_design_scores_gemma":[0.0001016276,0.0001018947,0.007900803,0.1037623,0.0006607994,0.0008928053,0.0003196879,0.00003581709,0.0002199627,0.0007035727,0.8852432,0.00005758343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004712232,0.9263327,0.0001760331,0.01099894,0.0454376,0.0002818649,0.004487781,0.00009263785,0.01172129],"genre_scores_gemma":[0.00397945,0.9407881,0.0006151798,0.005917517,0.02212729,0.0002917886,0.004054648,0.0001138998,0.02211202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07198235,"threshold_uncertainty_score":0.240805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103489026044792,"score_gpt":0.2929277235940754,"score_spread":0.2618928333336275,"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."}}