{"id":"W4230914491","doi":"10.1186/isrctn11362144","title":"An observational study of adults living with type 1 diabetes","year":2021,"lang":"en","type":"dataset","venue":"http://isrctn.com/","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Observational study; Type 2 diabetes; Diabetes mellitus; Medicine; Gerontology; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006014401,0.0004386656,0.0009307614,0.0003835101,0.0001219624,0.00009512139,0.0005595179,0.0002394243,0.001339847],"category_scores_gemma":[0.0003741299,0.0003375519,0.0001085407,0.0008513149,0.0001230644,0.0001866914,0.0003808449,0.0007130685,0.0001091859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007225903,"about_ca_system_score_gemma":0.0003174706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001604199,"about_ca_topic_score_gemma":0.0003073494,"domain_scores_codex":[0.9964784,0.0002187704,0.0005439666,0.0007511091,0.001431188,0.0005765876],"domain_scores_gemma":[0.9970397,0.0003025592,0.000284164,0.001433511,0.0006939103,0.0002461497],"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":[0.0001589801,0.003955493,0.09366047,0.001860928,0.0008626982,0.0001123984,0.0001528962,0.00001630879,0.00005371522,0.000009542056,0.8975518,0.001604812],"study_design_scores_gemma":[0.004598725,0.01195666,0.3457926,0.006061758,0.001595574,0.000003199539,0.002740539,0.001069183,0.00005657387,0.00001318958,0.6250732,0.001038783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.6984315,0.000799014,0.000002244194,0.000308284,0.0006259116,0.002101927,0.2971416,0.0000938041,0.0004957358],"genre_scores_gemma":[0.04990227,0.0001424005,0.0001630323,0.0003268976,0.0005282753,0.0001047927,0.9463195,0.00007813296,0.00243475],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.6491778,"threshold_uncertainty_score":0.9999077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07209085534018936,"score_gpt":0.3399731081618376,"score_spread":0.2678822528216482,"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."}}