{"id":"W2289958404","doi":"10.15200/winn.144439.91844","title":"Science AMA Series: We are a team of scientists, including diabetes specialist and dermatologists, trialling a new treatment for type 1 diabetes.","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetology; Medicine; Type 2 diabetes; Diabetes mellitus; Repurposing; Family medicine; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.004605404,0.001209413,0.0008546652,0.00164385,0.002585427,0.006306449,0.001550177,0.006002452,0.164643],"category_scores_gemma":[0.01426404,0.0004945082,0.001493028,0.0007944396,0.001274913,0.004281417,0.002215541,0.01064401,0.07786984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002228918,"about_ca_system_score_gemma":0.004577289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625554,"about_ca_topic_score_gemma":0.004977528,"domain_scores_codex":[0.9968687,0.0006103147,0.0001674372,0.0003713201,0.001609357,0.000372845],"domain_scores_gemma":[0.9829831,0.002105339,0.0007516131,0.0008343283,0.004929586,0.008396096],"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":[0.00003167807,0.00003629128,0.0001309996,0.00003922388,0.000006093394,0.00003599224,0.00001342912,0.00000624723,0.0001237891,0.0003065778,0.9831335,0.01613605],"study_design_scores_gemma":[0.00006314258,0.00009994947,0.0008203859,0.000152806,0.00001536075,0.0001555702,0.00005472853,0.00004226299,0.0001625568,0.001050335,0.9973744,0.000008635395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"dataset","genre_scores_codex":[0.002098644,0.0203803,0.001523422,0.5687645,0.2795834,0.0004779579,0.001749389,0.00145411,0.1239683],"genre_scores_gemma":[0.009694773,0.02451263,0.002473623,0.3586105,0.1832619,0.0006092757,0.002673039,0.0009100584,0.4172542],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.164643,"threshold_uncertainty_score":0.5507857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04683522882075106,"score_gpt":0.3130207139238109,"score_spread":0.2661854851030598,"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."}}