{"id":"W4387129841","doi":"10.1371/journal.pone.0273953","title":"Exploring diabetes status and social determinants of health influencing diabetes-related complications in a Northwestern community, Ontario, Canada: A mixed method study protocol","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Diabetes Management and Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Lakehead University","funders":"Canadian Institutes of Health Research; Lakehead University","keywords":"Diabetes mellitus; Medicine; Diabetes management; Gerontology; Research design; Type 2 diabetes; Community health; Family medicine; Environmental health; Public health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01472466,0.001546052,0.001511657,0.003541699,0.01345926,0.003288595,0.004276842,0.001829948,0.01373079],"category_scores_gemma":[0.009775979,0.001985193,0.002057182,0.004466321,0.00228399,0.0009911337,0.002366878,0.001854741,0.00126949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06044507,"about_ca_system_score_gemma":0.1737567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9306148,"about_ca_topic_score_gemma":0.9719135,"domain_scores_codex":[0.9920184,0.003239989,0.0006751483,0.0008858642,0.001573475,0.001607111],"domain_scores_gemma":[0.9903088,0.001354549,0.0007163934,0.0006249999,0.005450483,0.001544893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01284414,0.0267377,0.317279,0.01666256,0.001061517,0.006585261,0.1924529,0.009222091,0.01079388,0.01998114,0.1310277,0.2553521],"study_design_scores_gemma":[0.0108056,0.009483062,0.5936713,0.006653686,0.0009526871,0.0004795677,0.1176719,0.009833502,0.003633149,0.00533609,0.2407023,0.0007770319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1706529,0.0008601856,0.007228239,0.001418216,0.0001519804,0.7912859,0.01563234,0.000115861,0.01265432],"genre_scores_gemma":[0.09757575,0.001004094,0.02659505,0.001803257,0.00007101749,0.8605617,0.003543156,0.00002518657,0.008820793],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06938523,"threshold_uncertainty_score":0.4385617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2146831779239289,"score_gpt":0.3521514931069611,"score_spread":0.1374683151830322,"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."}}