{"id":"W2135441943","doi":"10.1177/1932296814560395","title":"A Pilot Study Examining Patient Attitudes and Intentions to Adopt Assistive Technologies Into Type 2 Diabetes Self-Management","year":2014,"lang":"en","type":"article","venue":"Journal of Diabetes Science and Technology","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Self-management; Demographics; Diabetes management; The Internet; Medicine; Gerontology; Disease management; Cohort; Psychology; Diabetes mellitus; Clinical psychology; Health management system; Type 2 diabetes; Alternative medicine; Computer science; World Wide Web; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00347748,0.0002618276,0.0002999545,0.0004882581,0.000917772,0.0008071762,0.0002511957,0.0003410064,0.002646743],"category_scores_gemma":[0.006356654,0.0003116006,0.0006085189,0.0004732379,0.0003706831,0.0005833424,0.0005338638,0.0009421504,0.0005301615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006018411,"about_ca_system_score_gemma":0.001561989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004643657,"about_ca_topic_score_gemma":0.006901387,"domain_scores_codex":[0.9991079,0.0004222981,0.00006948802,0.00007036523,0.0001462919,0.0001837162],"domain_scores_gemma":[0.9949934,0.002116135,0.0006974399,0.0002503737,0.0008117112,0.001130971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001147003,0.01185761,0.9500933,0.00008100949,0.00006106193,0.0003896806,0.01135444,0.00006157196,0.001039207,0.00006602866,0.0005575673,0.02329158],"study_design_scores_gemma":[0.0005408146,0.03624534,0.9397762,0.00006726764,0.0001210207,0.0005112205,0.01898549,0.0005958698,0.0008243175,0.0001120976,0.002177476,0.00004277031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992065,0.0000175338,0.00006743369,0.00004104623,0.000004746193,0.0001470668,0.00006733441,0.000001985452,0.000446468],"genre_scores_gemma":[0.9979801,0.00009509957,0.00055351,0.0001900964,0.00001588423,0.0003975448,0.0001203748,0.000001837442,0.0006456285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004643657,"threshold_uncertainty_score":0.01839089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03251877123604724,"score_gpt":0.3657121429459518,"score_spread":0.3331933717099046,"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."}}