{"id":"W4250801136","doi":"10.1089/dia.2019.2509","title":"Advances in Exercise, Physical Activity, and Diabetes Mellitus","year":2019,"lang":"en","type":"review","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada); York University","funders":"","keywords":"Medicine; Diabetes mellitus; Intensive care medicine; Physical therapy; Physical activity; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002904811,0.0007070107,0.003164806,0.001576582,0.00006636608,0.00005538258,0.000534169,0.0009143135,0.00001531042],"category_scores_gemma":[0.00002626797,0.0005405372,0.0003579466,0.001495481,0.0006893113,0.0001827494,0.0005556719,0.00151057,0.0001523935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185267,"about_ca_system_score_gemma":0.0001202512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.91485e-7,"about_ca_topic_score_gemma":0.000001114582,"domain_scores_codex":[0.9971539,0.00009558194,0.0003864892,0.0008761875,0.0003826597,0.001105214],"domain_scores_gemma":[0.9982831,0.0003438685,0.0002418129,0.0009614484,0.00007004286,0.0000996618],"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":[0.000006201692,0.0004296956,0.003776526,0.02098156,0.0003656527,0.000008872283,0.00001251292,1.305533e-7,0.0000246972,0.0002514652,0.00001714882,0.9741256],"study_design_scores_gemma":[0.0006481499,0.0004313951,0.0001678707,0.01311648,0.002687364,7.361941e-7,0.00001889495,0.0002781657,0.0002089656,0.001388061,0.9804975,0.00055635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01701312,0.979016,9.063156e-7,0.0003856043,0.0001744509,0.002078324,0.00001638023,0.0002590228,0.001056167],"genre_scores_gemma":[0.003567121,0.994984,0.00007523817,0.00009159018,0.00009043122,0.0003692005,0.00004839437,0.0001337172,0.0006403403],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9804804,"threshold_uncertainty_score":0.9997046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04363798065614237,"score_gpt":0.3715242826544139,"score_spread":0.3278863019982715,"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."}}