{"id":"W3035735645","doi":"10.2196/16745","title":"One Drop App With an Activity Tracker for Adults With Type 1 Diabetes: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Activity tracker; Randomized controlled trial; Type 2 diabetes; Physical therapy; Diabetes mellitus; Internal medicine; Physical activity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003232836,0.002216803,0.005597261,0.001009135,0.0009394353,0.001704086,0.001431607,0.004260666,0.01538415],"category_scores_gemma":[0.006436693,0.0009720507,0.004395916,0.0008187679,0.001465731,0.002267282,0.0009466594,0.00421234,0.001424053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009280987,"about_ca_system_score_gemma":0.001781429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001827214,"about_ca_topic_score_gemma":0.003186265,"domain_scores_codex":[0.9976569,0.00109502,0.0002861295,0.0004622851,0.0002488937,0.0002506263],"domain_scores_gemma":[0.9975817,0.0009300096,0.0006199623,0.0001552507,0.0002063509,0.0005067152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9675235,0.00924121,0.0004678822,0.00531856,0.003014203,0.00005025461,0.00008211287,0.0001266116,0.0003778419,0.0001726861,0.001224392,0.01240071],"study_design_scores_gemma":[0.9784242,0.01925576,0.0005332262,0.0002478738,0.0008925183,0.00001364713,0.0000217267,0.000121487,0.00004930158,0.0001114895,0.0003204891,0.000008261341],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8422465,0.04560114,0.003880429,0.004993934,0.007004413,0.08183204,0.00457075,0.0009065612,0.00896414],"genre_scores_gemma":[0.8785642,0.01304877,0.007883483,0.006604115,0.002805436,0.08266828,0.001727078,0.0000605545,0.006638058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01538415,"threshold_uncertainty_score":0.05146515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05338405202677603,"score_gpt":0.3669101095037902,"score_spread":0.3135260574770142,"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."}}