{"id":"W3045692747","doi":"10.1016/j.ajic.2020.06.054","title":"Navigating Sepsis: A New Hospital's Journey","year":2020,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Quarter (Canadian coin); Sepsis; Medicaid; Patient safety; Medical emergency; Surviving Sepsis Campaign; Emergency medicine; Family medicine; Health care; Severe sepsis; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001322,0.0001341325,0.0005260968,0.00003884976,0.00005185298,0.00003355238,0.00004085199,0.0000259364,0.0001643618],"category_scores_gemma":[0.0003458905,0.0001004379,0.00033842,0.0002991599,0.00005106919,0.0001278565,0.000007394254,0.0003910694,0.0000363733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009618903,"about_ca_system_score_gemma":0.0001686455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002271467,"about_ca_topic_score_gemma":0.000002342882,"domain_scores_codex":[0.9989249,0.00006296881,0.0004602939,0.0001182839,0.0002700812,0.0001635081],"domain_scores_gemma":[0.9983438,0.0001226505,0.0006881319,0.00008638734,0.0002467648,0.0005122235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002856835,0.0003101896,0.6004106,0.000009476858,0.0008734242,0.00014772,0.0009712699,0.000151807,0.0004027798,0.00001595459,0.006508187,0.3899129],"study_design_scores_gemma":[0.03143234,0.04973662,0.8658738,0.001339212,0.003020599,0.003411488,0.002293748,0.001423539,0.004372263,0.0001155349,0.03635572,0.0006251981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9414658,0.0004764344,0.005539787,0.05189422,0.0002541644,0.0001713522,0.000001443193,0.00003097854,0.0001658381],"genre_scores_gemma":[0.9894102,0.0001882926,0.0009799622,0.008302605,0.001089007,0.000004140908,7.60865e-7,0.00001872315,0.000006368688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3892877,"threshold_uncertainty_score":0.4095736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03264824143530445,"score_gpt":0.3338675508239286,"score_spread":0.3012193093886242,"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."}}