{"id":"W6894173989","doi":"10.5683/sp3/wkdqyy","title":"SEPSiS - SOPs","year":2024,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Sepsis; Sampling (signal processing); MEDLINE; Standard of care; Septic shock","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":[0.004604917,0.002347053,0.001904249,0.003134131,0.00122609,0.00306536,0.004391112,0.002928615,0.08124329],"category_scores_gemma":[0.02106889,0.001056173,0.001917285,0.00411335,0.0007035777,0.001359923,0.003378683,0.002897084,0.07602519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002349441,"about_ca_system_score_gemma":0.005799084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02298023,"about_ca_topic_score_gemma":0.0505592,"domain_scores_codex":[0.996831,0.0008091369,0.000518359,0.0008195825,0.00059025,0.000431658],"domain_scores_gemma":[0.9918419,0.002249313,0.001151014,0.001930352,0.002016846,0.0008104852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002405684,0.00003308521,0.001716402,0.0008809023,0.00006480167,0.00002724961,0.00003300775,0.0002161494,0.00009207865,0.0005161197,0.993524,0.002655602],"study_design_scores_gemma":[0.0008693451,0.00008103492,0.009023536,0.001319832,0.000175067,0.0002096921,0.0001188188,0.0005160656,0.0006111738,0.003321008,0.9836605,0.00009402198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002285438,0.00008332796,0.0002581157,0.0001071359,0.00004365263,0.00007708024,0.9980084,0.0004009144,0.0007927273],"genre_scores_gemma":[0.0006204912,0.00007200378,0.0007768077,0.0001527533,0.000017965,0.0006036834,0.9967958,0.0001425639,0.000817873],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08124329,"threshold_uncertainty_score":0.2717859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02321896538643736,"score_gpt":0.2988213311890318,"score_spread":0.2756023658025944,"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."}}