{"id":"W2151134288","doi":"10.2196/resprot.2525","title":"Nutritional Education Through Internet-Delivered Menu Plans Among Adults With Type 2 Diabetes Mellitus: Pilot Study","year":2013,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Diabète Québec; McGill University","keywords":"The Internet; Type 2 Diabetes Mellitus; Medicine; Gerontology; Medical education; Diabetes mellitus; Psychology; Multimedia; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.002938055,0.0007828973,0.0009393705,0.0006654778,0.0009769003,0.0006369943,0.0007222628,0.0009025146,0.003156157],"category_scores_gemma":[0.00357177,0.0005218989,0.001046416,0.0005764911,0.0004804165,0.0008413158,0.0008500618,0.001398851,0.0005565902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006364323,"about_ca_system_score_gemma":0.001853516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005233298,"about_ca_topic_score_gemma":0.008029457,"domain_scores_codex":[0.9989183,0.0005440575,0.0001012646,0.0001258425,0.000127102,0.0001835356],"domain_scores_gemma":[0.9972246,0.0009485601,0.0003333402,0.0002399883,0.0002989989,0.0009546491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.08665934,0.5876136,0.191499,0.001130295,0.0009194575,0.0009516521,0.005640377,0.0006294972,0.005666569,0.00006427193,0.001622448,0.1176034],"study_design_scores_gemma":[0.03733946,0.5675415,0.3889612,0.00009574964,0.0005359699,0.0002390441,0.002189157,0.0008615397,0.0008778361,0.00007038952,0.001230941,0.00005726094],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9983926,0.00003729354,0.00006379822,0.00003930442,0.000008219419,0.001091023,0.0001420956,0.000009373999,0.0002162618],"genre_scores_gemma":[0.9923741,0.000262465,0.001744198,0.0003151816,0.00007364407,0.00423799,0.0004233929,0.000006372826,0.0005624642],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.005233298,"threshold_uncertainty_score":0.01553816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2259348903292424,"score_gpt":0.5639066240066948,"score_spread":0.3379717336774524,"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."}}