{"id":"W2905642444","doi":"10.1002/edm2.53","title":"Progression of glucose‐lowering diabetes therapy in TECOS","year":2018,"lang":"en","type":"article","venue":"Endocrinology Diabetes & Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto; St. Michael's Hospital","funders":"Merck Sharp and Dohme; Duke Clinical Research Institute; National Institute for Health and Care Research","keywords":"Diabetes mellitus; Medicine; Internal medicine; Diabetes treatment; Endocrinology; Type 2 diabetes","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":[],"consensus_categories":[],"category_scores_codex":[0.001593681,0.000617876,0.001682877,0.0005530186,0.0003714954,0.00103514,0.000455872,0.000990936,0.004518958],"category_scores_gemma":[0.002456233,0.0002707632,0.002184972,0.0005506749,0.0005464074,0.0006177261,0.0005093184,0.001846012,0.0002858432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004564923,"about_ca_system_score_gemma":0.001170744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008688002,"about_ca_topic_score_gemma":0.001533921,"domain_scores_codex":[0.9991783,0.0003845,0.00009588259,0.0001454145,0.00008439213,0.0001114037],"domain_scores_gemma":[0.998694,0.0003173431,0.0004182083,0.00008320638,0.0001167397,0.0003704371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9564484,0.004714605,0.003431367,0.001825108,0.001284725,0.00008147315,0.00005594657,0.0004066302,0.001953009,0.0002499611,0.0006668586,0.02888186],"study_design_scores_gemma":[0.8960317,0.08233981,0.01555904,0.0003956856,0.001798045,0.0001152761,0.00005596324,0.0008140072,0.0006925213,0.0003527215,0.001823017,0.00002236064],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855796,0.008057913,0.000484373,0.0004315231,0.0004804464,0.001149926,0.0008890969,0.00008345883,0.002843676],"genre_scores_gemma":[0.9936918,0.002538295,0.00048894,0.0003899899,0.0003370337,0.001046992,0.0006235504,0.000009547489,0.0008740005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004518958,"threshold_uncertainty_score":0.01511741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369814971702926,"score_gpt":0.2843375697840944,"score_spread":0.2706394200670652,"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."}}