{"id":"W2421828938","doi":"10.3233/978-1-61499-558-6-15","title":"The HealthierU Portal for Supporting Behaviour Change and Diet Programs","year":2015,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glycemic Index Laboratories","funders":"","keywords":"Attrition; Patient portal; Suite; Computer science; Internet portal; World Wide Web; Medicine; The Internet; Health care","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.00260863,0.0004308583,0.0005544479,0.001145373,0.0004608687,0.001163039,0.0008126473,0.0008664589,0.03694885],"category_scores_gemma":[0.008016922,0.0002005902,0.0005355119,0.0008100364,0.0002025647,0.001469432,0.001888959,0.0006249692,0.005806145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001960428,"about_ca_system_score_gemma":0.0008928631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006622243,"about_ca_topic_score_gemma":0.0009491,"domain_scores_codex":[0.9988868,0.0006633677,0.00006590951,0.0000928773,0.0001703253,0.0001207782],"domain_scores_gemma":[0.9940149,0.003440792,0.0003134371,0.0006800915,0.0003688781,0.001181931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001790411,0.003141128,0.01917237,0.0007839337,0.00006779164,0.0002910086,0.0007879136,0.0002189109,0.004256672,0.001214873,0.05054292,0.9177321],"study_design_scores_gemma":[0.002647002,0.01287902,0.2594933,0.001316162,0.000462425,0.002829302,0.001991172,0.009010615,0.01500231,0.009146961,0.6848205,0.0004011913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6018727,0.007020958,0.126198,0.01244231,0.001507027,0.007952102,0.01814632,0.0834998,0.1413607],"genre_scores_gemma":[0.6592483,0.003621875,0.2652461,0.003853455,0.001681965,0.005511251,0.01221591,0.002530211,0.04609109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03694885,"threshold_uncertainty_score":0.1236063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2463565272399327,"score_gpt":0.5176211584873941,"score_spread":0.2712646312474614,"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."}}