{"id":"W4402859885","doi":"10.1001/jama.2024.17414","title":"Weight Loss Maintenance After Financial Incentives End—Reply","year":2024,"lang":"en","type":"article","venue":"JAMA","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"National Institute for Health and Care Research","keywords":"Medicine; Incentive; Weight loss; Finance; Internal medicine; Microeconomics; Obesity","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":[0.005235483,0.0008549311,0.001340707,0.0008290573,0.002389919,0.004007885,0.002220812,0.0440639,0.008981956],"category_scores_gemma":[0.04091128,0.0008143694,0.001534473,0.001146741,0.00203069,0.003874839,0.001989575,0.04145204,0.004262811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003695946,"about_ca_system_score_gemma":0.005507594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00965701,"about_ca_topic_score_gemma":0.01379804,"domain_scores_codex":[0.9974324,0.0005989435,0.0005111299,0.0005203647,0.000451305,0.0004857234],"domain_scores_gemma":[0.9815491,0.01221467,0.001340685,0.0004300696,0.002520057,0.001945463],"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":[0.0001908658,0.00004950793,0.001458869,0.00009976509,0.00005995763,0.0003722022,0.00009937718,0.00005752991,0.00009627282,0.0009729704,0.9900988,0.006443856],"study_design_scores_gemma":[0.001218564,0.0002959862,0.01493972,0.001355553,0.0004435764,0.001185144,0.002580061,0.0008429948,0.001032228,0.009694348,0.9660262,0.0003856469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005429446,0.001258923,0.0000720811,0.9693914,0.02779881,0.00001685745,0.0001886549,0.00002201841,0.0007082998],"genre_scores_gemma":[0.004000629,0.001316956,0.0001145111,0.9625781,0.02993736,0.00006072484,0.00008163186,0.0000164115,0.001893663],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0440639,"threshold_uncertainty_score":0.0300476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258953229953097,"score_gpt":0.3913563507827767,"score_spread":0.365461027787467,"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."}}