{"id":"W3164005169","doi":"10.1136/bmj.n262","title":"Low and very low carbohydrate diets for diabetes remission","year":2021,"lang":"en","type":"letter","venue":"BMJ","topic":"Diet and metabolism studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Diabetes mellitus; Carbohydrate; Medicine; Randomized controlled trial; Psychological intervention; Low carbohydrate; Adverse effect; Internal medicine; Endocrinology; Weight loss; Obesity; Nursing","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":[0.005499212,0.000444539,0.001379829,0.0009569766,0.002304184,0.001855159,0.0009559449,0.02358345,0.009988812],"category_scores_gemma":[0.05246096,0.0003993682,0.001334583,0.0009341278,0.001886037,0.002552835,0.000886804,0.01782076,0.005884432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003139508,"about_ca_system_score_gemma":0.00348288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008492274,"about_ca_topic_score_gemma":0.01308519,"domain_scores_codex":[0.9958204,0.001981346,0.0006382723,0.0002350508,0.001109233,0.0002155944],"domain_scores_gemma":[0.9780341,0.01649643,0.0009773392,0.0005429339,0.0022199,0.001729272],"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":[0.0004117032,0.00008626263,0.001819673,0.0003833995,0.00007005208,0.001417171,0.0001279206,0.00004207827,0.0002285036,0.002461076,0.9630492,0.02990304],"study_design_scores_gemma":[0.002403875,0.0005050134,0.01461525,0.004114022,0.0003409543,0.007566491,0.0007551154,0.0006982856,0.0006324829,0.02353045,0.9447207,0.0001172279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0009386261,0.006789749,0.00004491619,0.9770226,0.01191656,0.00001545243,0.00009619651,0.00001509933,0.003160627],"genre_scores_gemma":[0.01039267,0.006212334,0.000238678,0.9412673,0.03756902,0.00006671961,0.00007460031,0.0000234627,0.004155268],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02358345,"threshold_uncertainty_score":0.03341591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193417966336227,"score_gpt":0.2817545459062744,"score_spread":0.2598203662429121,"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."}}