{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008386347,0.0007672876,0.001510757,0.01029026,0.0007995489,0.002855083,0.003147657,0.001212713,0.08651397],"category_scores_gemma":[0.04311546,0.0008293762,0.0006462483,0.009128781,0.0003165057,0.003563035,0.003230346,0.002044508,0.02581831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148783,"about_ca_system_score_gemma":0.006451925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00734665,"about_ca_topic_score_gemma":0.0163796,"domain_scores_codex":[0.995689,0.001550731,0.0009859675,0.000319285,0.001276776,0.0001782136],"domain_scores_gemma":[0.949349,0.03270134,0.002583088,0.003050389,0.007583434,0.004732626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003608524,0.0006712069,0.003156615,0.002309542,0.00005055745,0.0002893076,0.0008312473,0.000299275,0.0008313428,0.001320499,0.5365128,0.4533668],"study_design_scores_gemma":[0.0005492796,0.0002347245,0.007145905,0.00194378,0.0001280679,0.0004275746,0.0008099306,0.001343792,0.001423277,0.001250441,0.9846277,0.0001155275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0267467,0.007691778,0.08342911,0.03011721,0.002465182,0.01502764,0.5285146,0.0666605,0.2393473],"genre_scores_gemma":[0.04386939,0.01027071,0.3880071,0.006412446,0.001517117,0.01456067,0.4485851,0.01013959,0.07663786],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08651397,"threshold_uncertainty_score":0.289418,"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."}}