{"id":"W55343604","doi":"10.1136/bmj.329.7459.220","title":"Intensive care management and control of infection","year":2004,"lang":"en","type":"review","venue":"BMJ","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Intensive care; Airway; Intensive care unit; Intensive care medicine; Burn injury; Airway management; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008128936,0.0001711411,0.0009664794,0.0002027509,0.00001670058,0.000006639085,0.00003062477,0.0001002142,0.00003148007],"category_scores_gemma":[0.00004104852,0.000124961,0.000236196,0.0001064004,0.00003520021,0.00002019021,0.0000523893,0.0001174313,0.00002473213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007746406,"about_ca_system_score_gemma":0.00003279695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001962221,"about_ca_topic_score_gemma":0.000001967485,"domain_scores_codex":[0.9992411,0.00002430237,0.0003403089,0.0001678268,0.0001268202,0.00009969918],"domain_scores_gemma":[0.9993741,0.00002185005,0.0002039598,0.0002181685,0.0001463334,0.00003559132],"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":[0.0000171697,0.000009673794,0.0003753845,0.1240773,0.0006940814,0.00005436342,0.00005783606,1.231038e-7,2.128759e-8,0.0007589376,0.002105993,0.8718491],"study_design_scores_gemma":[0.0009023453,0.0001106073,0.001131688,0.02058918,0.003598029,0.00002599376,0.0001124239,2.565155e-7,2.785279e-7,0.00002159597,0.9734002,0.0001074497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006675985,0.9908007,0.0001193645,0.0001299182,0.0002564172,0.002042008,0.000009762847,0.00002644249,0.006608712],"genre_scores_gemma":[0.0002968904,0.9977341,0.00009442027,0.0002067525,0.0001192055,0.00007635498,0.00006042085,0.00001966987,0.001392134],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9712942,"threshold_uncertainty_score":0.5095761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03516022047504788,"score_gpt":0.3637899678493339,"score_spread":0.3286297473742861,"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."}}