{"id":"W4411126747","doi":"10.1136/bmjopen-2025-099537","title":"Protocol for the development of a core outcome set for type 1 diabetes risk screening","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada; University of Manitoba; Children's Hospital Research Institute of Manitoba; McMaster University; Hospital for Sick Children; École Nationale d'Administration Publique; Institute for Clinical Evaluative Sciences; University of Ottawa; Université Laval; SickKids Foundation; Institut Universitaire en Santé Mentale de Québec; Children's Hospital of Eastern Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Juvenile Diabetes Research Foundation Canada","keywords":"Medicine; Protocol (science); Type 1 diabetes; Delphi method; Diabetic ketoacidosis; Public health; Family medicine; Intensive care medicine; Diabetes mellitus; Alternative medicine; Nursing; Pathology; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2452565,0.003214451,0.004696203,0.007747318,0.005991412,0.006492559,0.004748324,0.008927461,0.1042372],"category_scores_gemma":[0.3092389,0.003410503,0.007034241,0.007146412,0.004430834,0.006281187,0.006988024,0.01230844,0.02845771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01589275,"about_ca_system_score_gemma":0.079671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002474886,"about_ca_topic_score_gemma":0.004142023,"domain_scores_codex":[0.801686,0.129389,0.04595216,0.005491415,0.01285078,0.004630696],"domain_scores_gemma":[0.6707072,0.1488879,0.02190911,0.03107972,0.1189599,0.008456139],"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":[0.01997258,0.003058359,0.003560798,0.1172779,0.001033442,0.001076697,0.02691203,0.004849582,0.003449107,0.06868178,0.381599,0.3685288],"study_design_scores_gemma":[0.02695959,0.004237418,0.01182293,0.1028335,0.0008053144,0.0005616132,0.00738568,0.005016816,0.004759647,0.05059488,0.7841827,0.0008398842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000769912,0.0001964439,0.01238247,0.001583449,0.0006810045,0.9771514,0.0044931,0.0001536093,0.002588682],"genre_scores_gemma":[0.0004908768,0.00007296226,0.008145846,0.0002436175,0.00003318522,0.99028,0.0004258135,0.00001316583,0.0002946504],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2452565,"threshold_uncertainty_score":0.9307331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7211276736436225,"score_gpt":0.667338663021914,"score_spread":0.05378901062170849,"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."}}