{"id":"W6958182412","doi":"10.6084/m9.figshare.13192143.v1","title":"Additional file 1 of Development and initial implementation of electronic clinical decision supports for recognition and management of hospital-acquired acute kidney injury","year":2020,"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; University of Calgary","funders":"","keywords":"Acute kidney injury; Clinical decision making; Kidney disease; MEDLINE; Key (lock)","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":[0.005522418,0.0009327484,0.0009346553,0.002657823,0.001114468,0.002072884,0.001909902,0.001233602,0.915684],"category_scores_gemma":[0.08928102,0.0006095684,0.001044021,0.003650266,0.0003439444,0.0018472,0.001440997,0.001265714,0.2186862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001978854,"about_ca_system_score_gemma":0.00395333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01055177,"about_ca_topic_score_gemma":0.01535158,"domain_scores_codex":[0.9976475,0.0008284384,0.0004628935,0.0003643077,0.0004726363,0.0002243491],"domain_scores_gemma":[0.882474,0.09576816,0.003756976,0.003603023,0.01216459,0.002233241],"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":[0.0003511012,0.00008854822,0.001426436,0.00143814,0.00002552975,0.00002779017,0.00006890186,0.000225456,0.00001973736,0.0005805332,0.9861741,0.009573624],"study_design_scores_gemma":[0.00892006,0.0004769915,0.03672435,0.009074881,0.0002654435,0.0004178609,0.0008884902,0.002250957,0.0007352526,0.01396585,0.9260795,0.0002005601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0002633348,0.00002371413,0.0006019286,0.0003008953,0.00006169641,0.0005182117,0.9940917,0.0003699935,0.003768582],"genre_scores_gemma":[0.01813296,0.0002996069,0.01422199,0.002338571,0.0003792091,0.01364196,0.9168176,0.002198002,0.03197005],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.915684,"threshold_uncertainty_score":0.1202665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07347266798544862,"score_gpt":0.3969213088591986,"score_spread":0.32344864087375,"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."}}