{"id":"W2293596916","doi":"10.15277/bjd.2016.069","title":"New name, new team, new system","year":2016,"lang":"en","type":"article","venue":"British Journal of Diabetes","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Element (criminal law); Cover (algebra); Front cover; Front (military); Key (lock); Quarter (Canadian coin); History; Computer science; Political science; Law; Engineering; Computer security; Mechanical engineering; Physics; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006765321,0.0008564305,0.001048124,0.00233262,0.002579547,0.01449023,0.002120275,0.004523222,0.5260583],"category_scores_gemma":[0.04244395,0.0008735445,0.001042743,0.001809209,0.001660212,0.01524434,0.006015291,0.006885123,0.5003036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002124787,"about_ca_system_score_gemma":0.006120759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002121577,"about_ca_topic_score_gemma":0.003515849,"domain_scores_codex":[0.9916273,0.001521381,0.001057283,0.001105873,0.00364117,0.001047033],"domain_scores_gemma":[0.959815,0.003080911,0.001913819,0.005296376,0.01465764,0.01523634],"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":[0.00002300682,0.00002183859,0.0001184527,0.00006287485,0.000002456964,0.00004880386,0.00007190011,0.0000114436,0.0001160945,0.001678042,0.9509289,0.04691618],"study_design_scores_gemma":[0.00001151011,0.00001594321,0.0001747616,0.00005637811,0.000002296064,0.0001501564,0.00006569349,0.00002093078,0.0000383519,0.0005458581,0.9989083,0.000009731472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001412087,0.005898223,0.01847562,0.1446944,0.1719024,0.0007471323,0.003587552,0.0202928,0.6329898],"genre_scores_gemma":[0.006363057,0.004358168,0.01005311,0.04673666,0.03004934,0.0004847006,0.002175533,0.0050645,0.894715],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5260583,"threshold_uncertainty_score":0.6760204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07244537007598686,"score_gpt":0.3781295308170523,"score_spread":0.3056841607410654,"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."}}