{"id":"W2167752525","doi":"10.1136/ebm.12.5.138","title":"The Atkins diet led to more weight loss than the Zone diet in overweight and obese premenopausal women at 12 months","year":2007,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Diet and metabolism studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Overweight; Weight loss; Medicine; Obesity; Endocrinology; Physiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001088042,0.0005017268,0.001255752,0.0003379094,0.000362054,0.0007490274,0.0003943705,0.001033759,0.00884294],"category_scores_gemma":[0.002565427,0.0004019494,0.00186046,0.0003789812,0.0004868781,0.0007318659,0.0004551278,0.0015125,0.0003461501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002835898,"about_ca_system_score_gemma":0.0006366756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002468592,"about_ca_topic_score_gemma":0.004435949,"domain_scores_codex":[0.9995288,0.0002391898,0.00005186049,0.00007287352,0.00006387802,0.00004350526],"domain_scores_gemma":[0.9991038,0.0003757192,0.0002123535,0.00007614884,0.00005987997,0.0001719512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9268017,0.006188628,0.002372227,0.003240102,0.0031148,0.00002965675,0.000149199,0.0001478582,0.001755092,0.0002539895,0.001702954,0.0542439],"study_design_scores_gemma":[0.7639328,0.1790617,0.03841855,0.001032106,0.01179894,0.00006179115,0.0004214329,0.0004999842,0.001395037,0.0005808086,0.002729854,0.00006695204],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864435,0.007611239,0.0002474211,0.0009832607,0.0007045911,0.0005711043,0.0005869941,0.00005874844,0.002793099],"genre_scores_gemma":[0.987766,0.00539802,0.001026723,0.001029845,0.000603254,0.0007472157,0.0003880045,0.00001588647,0.003024996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00884294,"threshold_uncertainty_score":0.02958262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0291375908060023,"score_gpt":0.294787927704987,"score_spread":0.2656503368989847,"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."}}