{"id":"W2973028609","doi":"10.1007/s13300-019-00687-y","title":"Family Members: The Forgotten Players in the Diabetes Care Team (The TALK-HYPO Study)","year":2019,"lang":"en","type":"article","venue":"Diabetes Therapy","topic":"Diabetes Management and Education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Novo Nordisk","keywords":"Hypoglycemia; Medicine; Diabetes mellitus; Type 1 diabetes; Family medicine; Type 2 diabetes; Health care; Pediatrics; Nursing; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059822,0.0002870332,0.0003426916,0.0001293422,0.0002000187,0.0001560837,0.0007234659,0.00007076148,0.0001630789],"category_scores_gemma":[0.0000500856,0.0001326744,0.0001691683,0.0006161112,0.0001140917,0.0001782662,0.00006461582,0.0003587983,0.0003134014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007737358,"about_ca_system_score_gemma":0.0000478532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005614437,"about_ca_topic_score_gemma":0.00003121361,"domain_scores_codex":[0.997945,0.000248921,0.0003130944,0.0003628024,0.0005314265,0.0005988032],"domain_scores_gemma":[0.9981838,0.0004846154,0.0001224772,0.001075941,0.00008249286,0.00005060764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002956184,0.0003939742,0.9312168,0.00004511067,0.0002504112,8.80187e-7,0.01782277,0.00002283316,0.001089999,0.00006124253,0.009679449,0.03938698],"study_design_scores_gemma":[0.00226293,0.0008927367,0.8261446,0.00006606237,0.0001254511,1.367139e-7,0.07914561,0.0002427035,0.0005931311,0.0001564732,0.09013497,0.0002352428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809435,0.002463664,1.680643e-7,0.003404029,0.0006088387,0.003303193,0.000004846125,0.00006174602,0.009210014],"genre_scores_gemma":[0.9888964,0.000115235,0.00001118127,0.009349181,0.000306061,0.0005052739,0.00005297964,0.00003995232,0.0007237092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1050722,"threshold_uncertainty_score":0.5410305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495811187501777,"score_gpt":0.2623535770906601,"score_spread":0.2473954652156423,"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."}}