{"id":"W4206640018","doi":"10.1186/isrctn15487120","title":"Reversing type 2 diabetes through a low calorie diet and supervised exercise","year":2021,"lang":"en","type":"dataset","venue":"http://isrctn.com/","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Medical Research Council; Canadian Institutes of Health Research","keywords":"Reversing; Type 2 diabetes; Calorie; Medicine; Diabetes mellitus; Internal medicine; Endocrinology; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002740735,0.0007942452,0.002012366,0.000165915,0.0003412479,0.0001184008,0.0002716963,0.000556025,0.0004896017],"category_scores_gemma":[0.0005039872,0.0006880093,0.0003073637,0.0005513204,0.0003177789,0.000216074,0.0005589479,0.0008722257,0.0002290287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008396656,"about_ca_system_score_gemma":0.000238944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002919869,"about_ca_topic_score_gemma":0.00007632627,"domain_scores_codex":[0.9968385,0.0000960447,0.0005937503,0.0009814523,0.0006298823,0.0008604455],"domain_scores_gemma":[0.9977651,0.0001832197,0.0001981229,0.001176932,0.000346894,0.0003297838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003275808,0.0002650433,0.0006311918,0.002295807,0.0004120607,0.0002806497,0.0003828427,1.739994e-7,0.00008780623,0.00001585726,0.9934792,0.00182181],"study_design_scores_gemma":[0.001783846,0.0003196308,0.001739417,0.002865989,0.002129334,0.000005200462,0.0004918193,0.00001051011,0.0001242744,0.00007190277,0.9897824,0.0006756769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01860232,0.09426068,0.000003482103,0.002492041,0.006600185,0.001496253,0.8746786,0.0002130366,0.001653454],"genre_scores_gemma":[0.0009038853,0.06535504,0.0005865392,0.001937451,0.001508862,0.00008557781,0.9267781,0.0001213455,0.002723134],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05209961,"threshold_uncertainty_score":0.9995571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316299639641841,"score_gpt":0.2712417081383479,"score_spread":0.2480787117419294,"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."}}