{"id":"W4406246208","doi":"10.1016/j.ymed.2013.07.038","title":"10.1016/j.ymed.2013.07.038","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine; Antibiotics; Emergency medicine; Intensive care; Microbiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006027679,0.000893638,0.0004660464,0.001307965,0.0008940878,0.002095653,0.000814853,0.003047057,0.8840522],"category_scores_gemma":[0.001461775,0.0003645193,0.0005027343,0.0005982755,0.0007263726,0.002067678,0.001164303,0.001583876,0.8010781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007840545,"about_ca_system_score_gemma":0.001206839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002404716,"about_ca_topic_score_gemma":0.002212129,"domain_scores_codex":[0.9997333,0.00002614,0.00002395811,0.00006187554,0.00006884806,0.00008582944],"domain_scores_gemma":[0.9990714,0.0001460858,0.00012992,0.00003975948,0.0001768995,0.0004359516],"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":[0.0003801904,0.0004522796,0.01348565,0.000545437,0.00004697383,0.0007290504,0.000155954,0.0001839684,0.0005954741,0.004262231,0.3527867,0.6263761],"study_design_scores_gemma":[0.00009874542,0.000211257,0.01520528,0.001720538,0.00005595528,0.006631889,0.0005778605,0.0002962836,0.0005038406,0.004590992,0.9700671,0.00004014836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01101884,0.02204716,0.001911925,0.01749855,0.00423318,0.0001197964,0.004565063,0.001646992,0.9369584],"genre_scores_gemma":[0.03590159,0.008702436,0.001887748,0.00456497,0.001536366,0.0001045798,0.002665719,0.0002948154,0.9443417],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1159478,"threshold_uncertainty_score":0.1653854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008301421478128746,"score_gpt":0.2173888610123359,"score_spread":0.2090874395342071,"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."}}