{"id":"W1980733916","doi":"10.1136/bmj.327.7418.770","title":"Intensive care patients should be given prophylactic antibiotics","year":2003,"lang":"en","type":"article","venue":"BMJ","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care; Antibiotics; Intensive care medicine; Prophylactic treatment; Quarter (Canadian coin); Emergency medicine; Pediatrics; Surgery; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003288957,0.000380425,0.001620701,0.0004150132,0.001336587,0.001185486,0.0006939714,0.006170589,0.007223319],"category_scores_gemma":[0.02560063,0.0005105968,0.00127154,0.000720182,0.000716086,0.00193876,0.0007418625,0.00500031,0.001159017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008532152,"about_ca_system_score_gemma":0.002369909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002421133,"about_ca_topic_score_gemma":0.006282512,"domain_scores_codex":[0.9970238,0.001471264,0.000472273,0.000180273,0.0005296943,0.0003226545],"domain_scores_gemma":[0.9847553,0.005965152,0.003260417,0.001142455,0.001827737,0.003048762],"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":[0.06627758,0.005112684,0.04739138,0.0147109,0.002053408,0.001193137,0.000973375,0.0003611517,0.004538707,0.003911082,0.3518047,0.5016719],"study_design_scores_gemma":[0.061207,0.02817335,0.4277891,0.03416741,0.004332031,0.002415901,0.003614696,0.0003411537,0.004139456,0.01628215,0.4170839,0.0004539449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.1974823,0.1923938,0.0008416396,0.5370895,0.02952719,0.0008571344,0.001110714,0.000192631,0.04050508],"genre_scores_gemma":[0.6631435,0.05349423,0.003595011,0.2571173,0.01505723,0.0007417815,0.0007044944,0.00003461494,0.006111821],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.007223319,"threshold_uncertainty_score":0.02416438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04348907329238984,"score_gpt":0.3347706943222412,"score_spread":0.2912816210298514,"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."}}