{"id":"W6958408769","doi":"10.6084/m9.figshare.15094861.v1","title":"Additional file 2 of Validity of administrative data in recording sepsis: a systematic review","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Data collection; Identification (biology); Table (database); Information system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006115329,0.001504771,0.003361406,0.0123587,0.001061238,0.002368238,0.001592272,0.002003218,0.7032176],"category_scores_gemma":[0.09574527,0.0008541247,0.003873751,0.01316632,0.0004950343,0.003950714,0.001901778,0.001102385,0.0298393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002678687,"about_ca_system_score_gemma":0.005966601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007675475,"about_ca_topic_score_gemma":0.01816376,"domain_scores_codex":[0.9948217,0.0009103644,0.002543683,0.0005878222,0.0006943857,0.0004421372],"domain_scores_gemma":[0.8699352,0.1003249,0.01540057,0.002591361,0.01065967,0.001088307],"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":[0.002106209,0.0001252465,0.006545439,0.4712905,0.00163839,0.000270331,0.0003468464,0.0005939369,0.0003814554,0.002322481,0.4958775,0.01850171],"study_design_scores_gemma":[0.02948521,0.0008943663,0.08401947,0.2963325,0.009388639,0.001374473,0.001705739,0.002596924,0.00161474,0.01483076,0.557236,0.0005211984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005024872,0.0005730739,0.0002117413,0.0003057265,0.00007007857,0.0008798481,0.9963862,0.0001107785,0.0009600582],"genre_scores_gemma":[0.04404724,0.004684862,0.01234835,0.003849875,0.0007497242,0.07543317,0.8331453,0.0007325981,0.02500878],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7032176,"threshold_uncertainty_score":0.4233241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4706140898502543,"score_gpt":0.4312818568004519,"score_spread":0.03933223304980243,"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."}}