{"id":"W6920990382","doi":"10.6084/m9.figshare.12511187.v1","title":"Additional file 2 of The cirrhosis care Alberta (CCAB) protocol: implementing an evidence-based best practice order set for the management of liver cirrhosis - a hybrid type I effectiveness-implementation trial","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; Alberta Health Services","funders":"","keywords":"Cirrhosis; Set (abstract data type); Best practice; Intervention (counseling); Order (exchange); 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":[0.01353158,0.001403925,0.002163677,0.002375829,0.001716768,0.002375984,0.001911469,0.00193503,0.8114713],"category_scores_gemma":[0.0916733,0.001567766,0.001739064,0.003833937,0.0008131941,0.002238431,0.00127107,0.002418488,0.08298162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003345706,"about_ca_system_score_gemma":0.008918786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008518912,"about_ca_topic_score_gemma":0.01514709,"domain_scores_codex":[0.9952087,0.002481124,0.001045764,0.0003951436,0.0005535045,0.0003157622],"domain_scores_gemma":[0.9492744,0.03519251,0.004624151,0.002958044,0.00653863,0.001412207],"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":[0.005837476,0.0005100058,0.0007023791,0.02141635,0.0001832886,0.00005390627,0.0003108468,0.0006082075,0.00007242601,0.004613709,0.9425411,0.0231503],"study_design_scores_gemma":[0.1953159,0.00279618,0.01749679,0.03962493,0.001028164,0.0003136986,0.0008822464,0.002907696,0.0007140235,0.03394933,0.7046226,0.0003483884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008199387,0.0002233656,0.002701374,0.001182156,0.0003758423,0.1184686,0.865665,0.0005384309,0.01002526],"genre_scores_gemma":[0.006479352,0.0003903914,0.01159737,0.001640338,0.00020783,0.8792745,0.0826397,0.000328919,0.01744162],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9914811,"threshold_uncertainty_score":0.2689133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09955392206489429,"score_gpt":0.3762851253385542,"score_spread":0.2767312032736599,"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."}}