{"id":"W2237122232","doi":"10.69645/kydt9407","title":"Health benefits of intentional weight loss","year":2009,"lang":"en","type":"article","venue":"˜The œbiomedical & life sciences collection.","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Weight loss; Health benefits; Business; Medicine; Internal medicine; Obesity; Traditional medicine","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":[0.0005650969,0.0004318504,0.0003246853,0.0005193276,0.0003700995,0.0004644209,0.0001818776,0.0006690858,0.0036612],"category_scores_gemma":[0.001809975,0.0002450174,0.0007066503,0.0003676931,0.0003580768,0.0003277217,0.0005478264,0.0007249211,0.0002233256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002342501,"about_ca_system_score_gemma":0.0003524599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003677761,"about_ca_topic_score_gemma":0.005650843,"domain_scores_codex":[0.99966,0.0001531328,0.00002225757,0.00003487244,0.00004499932,0.00008459466],"domain_scores_gemma":[0.9992213,0.0002730597,0.0001786105,0.0001055534,0.00004611444,0.0001753743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2324946,0.0145886,0.4875248,0.002265766,0.005943752,0.0009080551,0.000485543,0.001888301,0.01679919,0.004135787,0.003987941,0.2289776],"study_design_scores_gemma":[0.001362288,0.0149187,0.9732185,0.0001405629,0.002499677,0.0003041996,0.0002970154,0.0003741573,0.001530957,0.001428875,0.003899019,0.00002615181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814454,0.00917283,0.0001150241,0.0007024535,0.0002174163,0.00005123859,0.001362895,0.00002274271,0.006910116],"genre_scores_gemma":[0.9969971,0.001565886,0.0001018183,0.0001289296,0.00007932403,0.00001341687,0.0003302484,0.000001598131,0.0007817809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003677761,"threshold_uncertainty_score":0.01224786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248277154761032,"score_gpt":0.3073176022503984,"score_spread":0.2824898867742953,"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."}}