{"id":"W2031388909","doi":"10.2337/diaspect.24.3.144","title":"Diabetes HealthSense: Development of a Resource in Support of Behavior Change","year":2011,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Resource (disambiguation); Psychosocial; Diabetes mellitus; Process (computing); Behavior change; Psychosocial support; Gerontology; Nursing; Psychiatry; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000448893,0.0001575823,0.0004384337,0.0004260714,0.00002358279,0.000003550923,0.0001199321,0.00007049167,0.0004867496],"category_scores_gemma":[0.00003587716,0.0001542638,0.00007124259,0.0003960238,0.00007769627,0.00009028964,0.00006399817,0.0001092655,0.00002892169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007608889,"about_ca_system_score_gemma":0.0001038512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003633114,"about_ca_topic_score_gemma":0.00003559292,"domain_scores_codex":[0.9984547,0.00002961966,0.0005558061,0.0002364729,0.0002415481,0.0004818365],"domain_scores_gemma":[0.999283,0.00002948037,0.0002191685,0.0003200734,0.00003818848,0.0001100486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000224758,0.0008517752,0.9762014,0.0005151054,0.00004131953,0.000002590149,0.003994213,3.153813e-8,0.002286743,0.0002045338,0.000615851,0.01526393],"study_design_scores_gemma":[0.0005652168,0.0004087338,0.8738056,0.0001454695,0.00007185642,1.426533e-7,0.0002324994,0.00000826633,0.1197374,0.00009083053,0.004803728,0.0001301837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920817,0.0001751439,8.251711e-7,0.0004031,0.0001405793,0.0008042066,0.000005765467,0.00003251808,0.006356177],"genre_scores_gemma":[0.9974446,0.000009393805,0.001376499,0.0004185352,0.000063905,0.000276071,0.00007306222,0.00002690761,0.0003109749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1174507,"threshold_uncertainty_score":0.6290697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06328605932443246,"score_gpt":0.2776068756642281,"score_spread":0.2143208163397957,"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."}}