{"id":"W6977030772","doi":"10.6084/m9.figshare.21581942","title":"Additional file 2 of A study protocol for improving the delivery of acute kidney replacement therapy (KRT) to critically ill patients in Alberta – DIALYZING WISELY","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Critically ill; Renal replacement therapy; Protocol (science); Acute kidney injury; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003819778,0.000734562,0.00126473,0.001539746,0.00163957,0.001556167,0.001670185,0.001061641,0.8254455],"category_scores_gemma":[0.04750443,0.0007088502,0.00121919,0.003066565,0.0004279459,0.001146427,0.0007593973,0.00138698,0.07951744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002331736,"about_ca_system_score_gemma":0.007261062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04455729,"about_ca_topic_score_gemma":0.07061717,"domain_scores_codex":[0.9985405,0.0004692124,0.0002666985,0.0002261117,0.000279435,0.0002181762],"domain_scores_gemma":[0.9669763,0.02159831,0.002107831,0.001816596,0.006024602,0.001476235],"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":[0.001281612,0.0001863845,0.001612579,0.002568909,0.00004739074,0.00002858577,0.0000919599,0.0002730813,0.00003498996,0.0009747332,0.9840094,0.00889036],"study_design_scores_gemma":[0.04491671,0.001184243,0.05123438,0.01405378,0.0004705115,0.0003418838,0.0008412279,0.001858963,0.0005304926,0.01246894,0.8719116,0.0001873338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.0005817363,0.00006806805,0.0006151636,0.0005263914,0.0001274346,0.004382527,0.9874797,0.0002074835,0.006011398],"genre_scores_gemma":[0.04464332,0.0008739739,0.01904758,0.005268129,0.000886168,0.113782,0.7356852,0.001397683,0.07841589],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.9554427,"threshold_uncertainty_score":0.2489809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04226850049046088,"score_gpt":0.345931847522967,"score_spread":0.3036633470325061,"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."}}