{"id":"W2067983150","doi":"10.1016/j.ccc.2010.09.008","title":"Antimicrobial Therapy for Life-threatening Infections: Speed is Life","year":2010,"lang":"en","type":"review","venue":"Critical Care Clinics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Manitoba","funders":"","keywords":"Medicine; Intensive care medicine; Psychological intervention; Antimicrobial; Health care; Myocardial infarction; Resuscitation; Critical appraisal; Medical emergency; Emergency medicine; Nursing; Alternative medicine; 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":[0.0009560452,0.001455991,0.002097344,0.001925277,0.0002788938,0.001143317,0.0009935285,0.001821897,0.003197113],"category_scores_gemma":[0.001679225,0.0003264722,0.0004448067,0.001933967,0.000695411,0.002070671,0.000818894,0.003166158,0.001822119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006676363,"about_ca_system_score_gemma":0.001325563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008670156,"about_ca_topic_score_gemma":0.00259085,"domain_scores_codex":[0.9996014,0.00007979478,0.0000679637,0.00006371121,0.0001539862,0.00003320044],"domain_scores_gemma":[0.998841,0.0005215575,0.0001947543,0.00002808628,0.0002943067,0.0001202676],"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":[0.00007507751,0.0000752286,0.0002132389,0.009234112,0.00006986951,0.0001526015,0.00003732445,0.0001901525,0.0008580236,0.001120449,0.06546218,0.9225118],"study_design_scores_gemma":[0.00005828232,0.0001634359,0.001212378,0.005494883,0.0001866962,0.002114929,0.00008228725,0.0001801777,0.0002859453,0.001366814,0.9888305,0.0000237018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005851455,0.9980487,0.0001284875,0.0005286518,0.0006618031,0.000003076558,0.000006731345,0.000006461747,0.000557546],"genre_scores_gemma":[0.0005958368,0.996233,0.0002883388,0.0007681006,0.001362301,0.000008035439,0.00001824825,0.00000249744,0.000723569],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003197113,"threshold_uncertainty_score":0.0106954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0851045776964534,"score_gpt":0.4110036304888925,"score_spread":0.3258990527924391,"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."}}