{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008500094,0.000122514,0.0004664701,0.0000910074,0.00004181298,0.00008053641,0.0001620073,0.00008741736,0.0009957398],"category_scores_gemma":[0.008123317,0.0001001162,0.0002223531,0.0001290266,0.00002415351,0.0005294602,0.00004005845,0.0002559065,0.0001502604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001538242,"about_ca_system_score_gemma":0.001398999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004146115,"about_ca_topic_score_gemma":0.00004821779,"domain_scores_codex":[0.9975628,0.00008270533,0.001386146,0.0001598619,0.0005192683,0.0002892134],"domain_scores_gemma":[0.9970727,0.0006924806,0.0007766974,0.0001649533,0.000310589,0.0009825843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003208243,0.00002615756,0.01748292,0.00002594198,0.00009205824,0.00006706399,0.00001299246,4.457509e-7,0.002304397,0.00002545712,0.4670632,0.5128673],"study_design_scores_gemma":[0.03404038,0.003020264,0.2098483,0.0160582,0.001776194,0.007822892,0.0008440597,0.00004062819,0.00872876,0.002640845,0.7144793,0.0007001694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8978819,0.01224529,0.01987473,0.06351461,0.002671937,0.0005902805,0.00002536492,0.0001289155,0.003066954],"genre_scores_gemma":[0.9313239,0.0007903198,0.04015575,0.003318677,0.009046569,0.000001279801,0.000007178657,0.00007643013,0.01527984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5121671,"threshold_uncertainty_score":0.9999175,"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."}}