{"id":"W2912243426","doi":"10.3389/fendo.2019.00042","title":"Gaps in Knowledge and the Need for Patient-Partners in Research Related to Physical Activity and Type 1 Diabetes: A Narrative Review","year":2019,"lang":"en","type":"review","venue":"Frontiers in Endocrinology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Canadian Institutes of Health Research; Lawson Foundation; Diabetes Action Research and Education Foundation","keywords":"Cornerstone; Psychological intervention; Medicine; Timeline; Clinical trial; Clinical study design; Randomized controlled trial; Health care; MEDLINE; Alternative medicine; Narrative review; Disease management; Gerontology; Family medicine; Nursing; Intensive care medicine; Health management system; Political science; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001268043,0.0003072512,0.002524537,0.001207491,0.00005005045,0.00001653847,0.0002393423,0.0001938562,0.000007128343],"category_scores_gemma":[0.001868266,0.0001981599,0.0001369271,0.001598275,0.000568109,0.00006080404,0.0004733393,0.001426264,0.0000244258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002718904,"about_ca_system_score_gemma":0.0002724289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001423501,"about_ca_topic_score_gemma":0.00001995011,"domain_scores_codex":[0.9962229,0.001542511,0.000435383,0.0006668296,0.0002136285,0.0009187624],"domain_scores_gemma":[0.9981826,0.001075114,0.0001017901,0.000414928,0.0001069032,0.0001186852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002949908,0.0002448662,0.001335839,0.03667272,0.0001889398,0.00002430133,0.001380095,2.775695e-7,5.741227e-7,0.0003540728,0.03515071,0.9243526],"study_design_scores_gemma":[0.003452559,0.0008022054,0.0003218593,0.02819542,0.0002240127,0.000002751944,0.0005880842,0.0002567676,0.000001059599,0.0004612279,0.9654531,0.0002409833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008707448,0.9787504,8.385461e-7,0.001724026,0.0003731637,0.008268765,0.000006054427,0.00001106634,0.002158234],"genre_scores_gemma":[0.0008755411,0.9950712,0.00008069936,0.0001077244,0.00003446589,0.001377639,0.00003408874,0.00003835427,0.002380247],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9303024,"threshold_uncertainty_score":0.8080726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09974984858350876,"score_gpt":0.4618499193851842,"score_spread":0.3621000708016754,"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."}}