{"id":"W4406479155","doi":"10.1016/j.ymed.2013.07.034","title":"10.1016/j.ymed.2013.07.034","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Bacteremia; Staphylococcus aureus; Infectious disease (medical specialty); Intensive care medicine; Disease; Medical emergency; Microbiology; Internal medicine; Bacteria; Antibiotics","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":[0.0006690411,0.0009094255,0.0005135892,0.001312249,0.0008041783,0.002309407,0.0008176074,0.003155152,0.8790292],"category_scores_gemma":[0.00147006,0.0003624562,0.0005231799,0.0006410647,0.0007989206,0.001963295,0.001192174,0.001632668,0.7982311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007183381,"about_ca_system_score_gemma":0.001146884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664279,"about_ca_topic_score_gemma":0.00152086,"domain_scores_codex":[0.9996988,0.00003100068,0.0000275831,0.00007257961,0.00009182021,0.00007834236],"domain_scores_gemma":[0.9991154,0.0001488277,0.0001252297,0.00004545842,0.0001803462,0.0003848336],"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":[0.0003629894,0.0003419515,0.008655614,0.0005729423,0.00004490469,0.0008275664,0.000138023,0.0001796588,0.0009421955,0.004365186,0.3002045,0.6833645],"study_design_scores_gemma":[0.00007627119,0.0001818701,0.009557375,0.001321557,0.00004716176,0.006805026,0.0004051486,0.0002477688,0.0006215841,0.003852544,0.9768531,0.00003049601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009301952,0.02774574,0.00257224,0.01747559,0.004164953,0.0001267048,0.003837659,0.001759787,0.9330153],"genre_scores_gemma":[0.02935769,0.0102387,0.002381616,0.004405892,0.001498436,0.00009459694,0.002341754,0.0003044874,0.9493768],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1209708,"threshold_uncertainty_score":0.1725501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007325940174617299,"score_gpt":0.2083304603395213,"score_spread":0.201004520164904,"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."}}