{"id":"W3125591145","doi":"10.2196/25085","title":"Association Between a Low Carbohydrate Diet, Quality of Life, and Glycemic Control in Australian Adults Living With Type 1 Diabetes: Protocol for a Mixed Methods Pilot Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Diabetes Management and Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dexcom","keywords":"Glycemic; Medicine; Type 1 diabetes; Diabetes mellitus; Quality of life (healthcare); Glycated hemoglobin; Research design; Cross-sectional study; Glycemic index; Type 2 diabetes; Gerontology; Internal medicine; Endocrinology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.03997269,0.0032831,0.00511419,0.002561007,0.004122222,0.002613319,0.003311247,0.004084507,0.02946828],"category_scores_gemma":[0.02857333,0.002889525,0.006274777,0.003221893,0.001691219,0.001933203,0.002613001,0.004950174,0.004885385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0042565,"about_ca_system_score_gemma":0.0134278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005028595,"about_ca_topic_score_gemma":0.008185138,"domain_scores_codex":[0.9782868,0.01355829,0.003905382,0.001331166,0.001613124,0.001305213],"domain_scores_gemma":[0.9807952,0.00559964,0.003109196,0.002277816,0.006559069,0.001658986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.3180117,0.1351422,0.0324742,0.1056163,0.005528478,0.002785402,0.01737194,0.01195433,0.01120212,0.01254306,0.07886683,0.2685035],"study_design_scores_gemma":[0.3528514,0.1567278,0.1773647,0.02754639,0.003831242,0.000803015,0.0104135,0.01274406,0.006079039,0.01258935,0.2378376,0.001212056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003170179,0.0001010685,0.001122515,0.00008777106,0.00007804533,0.9941841,0.0007193435,0.00002199311,0.0005150327],"genre_scores_gemma":[0.0008979056,0.00005056555,0.001845251,0.00004585108,0.000007162479,0.9969525,0.00009871132,0.000001258509,0.0001007922],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03997269,"threshold_uncertainty_score":0.2113982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2472915143453382,"score_gpt":0.5599071155689329,"score_spread":0.3126156012235947,"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."}}