{"id":"W4225425668","doi":"10.1089/dia.2022.2508","title":"Advances in Exercise and Nutrition as Therapy in Diabetes","year":2022,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada); York University","funders":"","keywords":"Medicine; Diabetes mellitus; Intensive care medicine; Physical therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004797529,0.0006245944,0.0009959153,0.001767637,0.0004378177,0.002709691,0.000720366,0.001779774,0.005857395],"category_scores_gemma":[0.003816469,0.0001642293,0.0005330363,0.002192234,0.002024075,0.002769903,0.001136627,0.002364323,0.0006003072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057818,"about_ca_system_score_gemma":0.002033451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001780808,"about_ca_topic_score_gemma":0.003154447,"domain_scores_codex":[0.9988586,0.0006458455,0.00009468001,0.00008942837,0.0002203817,0.0000911368],"domain_scores_gemma":[0.9949859,0.003966045,0.0002810639,0.0001777171,0.0003648163,0.000224287],"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":[0.001719469,0.001541317,0.004835554,0.005421382,0.0002084135,0.0002108841,0.0004853147,0.0005494203,0.005133011,0.04726994,0.01093483,0.9216905],"study_design_scores_gemma":[0.0006195609,0.004347145,0.06367264,0.01041398,0.0006292329,0.001486373,0.002070623,0.001370468,0.004939386,0.08696758,0.8233631,0.0001198934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008629946,0.9557525,0.001195729,0.01820687,0.001320563,0.00002074907,0.00004480102,0.00001323073,0.01481567],"genre_scores_gemma":[0.05795549,0.9242036,0.003791567,0.005271123,0.005517974,0.00005507987,0.00004851815,0.00001174677,0.003144901],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005857395,"threshold_uncertainty_score":0.02537209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139011391614262,"score_gpt":0.2705377495804336,"score_spread":0.259147635664291,"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."}}