{"id":"W4406442028","doi":"10.1016/j.ysur.2014.03.036","title":"10.1016/j.ysur.2014.03.036","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; Staphylococcus aureus; Surgery; Bacteria","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":[0.0008358096,0.001019513,0.0005311331,0.001519802,0.0008565468,0.002555684,0.0008660511,0.003231425,0.869767],"category_scores_gemma":[0.001903363,0.0003879396,0.0005717705,0.0007191861,0.0008495038,0.002065837,0.001309732,0.001497487,0.7893593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007188562,"about_ca_system_score_gemma":0.001215612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001811261,"about_ca_topic_score_gemma":0.001517261,"domain_scores_codex":[0.9996492,0.00003278162,0.00003474983,0.00009003557,0.000111771,0.00008146613],"domain_scores_gemma":[0.998867,0.000191854,0.0001893077,0.00006040163,0.0002357829,0.0004556976],"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":[0.0003611447,0.0003597708,0.009136499,0.0006823687,0.00004663322,0.0006593535,0.0001896037,0.000252096,0.001237686,0.005112929,0.2323873,0.7495746],"study_design_scores_gemma":[0.00007494803,0.0002293029,0.01115184,0.001456249,0.00006246992,0.005988262,0.0005559108,0.000393443,0.0008671419,0.005736005,0.9734433,0.00004099097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01299596,0.02542981,0.004661646,0.01664609,0.00414697,0.0001698358,0.004046905,0.00272824,0.9291745],"genre_scores_gemma":[0.03505887,0.009463093,0.003811407,0.004096678,0.001331124,0.000118972,0.002704082,0.0004854332,0.9429303],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.130233,"threshold_uncertainty_score":0.1857616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006716127644856602,"score_gpt":0.2073825909541612,"score_spread":0.2006664633093046,"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."}}