{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001353613,0.0002459852,0.001854579,0.0001207835,0.0002022519,0.00004730859,0.00008677848,0.0001061621,0.0000429501],"category_scores_gemma":[0.0002154895,0.0001450679,0.0001011978,0.000311241,0.0001857611,0.0001471577,0.00002078852,0.0003463478,0.000007369868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004230065,"about_ca_system_score_gemma":0.000578118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001905046,"about_ca_topic_score_gemma":0.00002509356,"domain_scores_codex":[0.9975259,0.0003065346,0.0004248708,0.0005168734,0.0004896089,0.0007362329],"domain_scores_gemma":[0.9977957,0.0004377824,0.0002609227,0.0002393114,0.0002089123,0.001057354],"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":[0.9731966,0.000735297,0.000313005,0.003422982,0.0002431464,0.000003379656,0.0006803856,8.328672e-7,0.00001641056,0.0001151392,0.0004805434,0.0207923],"study_design_scores_gemma":[0.9650981,0.02417311,0.001303691,0.0001977912,0.0005702967,3.772332e-7,0.0001770339,0.007539408,0.00001486191,0.00003325536,0.0007174403,0.0001746396],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682471,0.0003915569,0.000232168,0.01113983,0.00008630629,0.01900485,0.00001006815,0.0001230752,0.0007650101],"genre_scores_gemma":[0.9927994,0.0002495747,0.0008478395,0.003160914,0.0006737836,0.001647582,0.00007576355,0.00004957355,0.0004955423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02455229,"threshold_uncertainty_score":0.5915697,"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."}}