{"id":"W4408588637","doi":"10.1136/bmj.r460","title":"Diagnosing and defining obesity","year":2025,"lang":"en","type":"editorial","venue":"BMJ","topic":"Diet and metabolism studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Data science; Medicine; World Wide Web","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":[0.03576047,0.007206703,0.01009381,0.01123805,0.006223692,0.01521092,0.005840736,0.04198513,0.00710916],"category_scores_gemma":[0.1438951,0.003465282,0.006849636,0.00465217,0.007216959,0.010527,0.00416434,0.06154953,0.008335668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00791657,"about_ca_system_score_gemma":0.009396113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006439292,"about_ca_topic_score_gemma":0.01719147,"domain_scores_codex":[0.9670684,0.008887758,0.007501765,0.002213051,0.01318416,0.001144811],"domain_scores_gemma":[0.8119419,0.1037685,0.009211181,0.004083007,0.05643267,0.01456273],"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":[0.00006810092,0.00001360582,0.00008846191,0.0006826074,0.00007584849,0.0001248109,0.00003619007,0.00001831721,0.00004338193,0.0003948263,0.9910177,0.007436116],"study_design_scores_gemma":[0.0005495871,0.0001162069,0.00154978,0.004686955,0.0006625361,0.0009248232,0.000364155,0.0004642544,0.0001579335,0.004279719,0.9861227,0.0001212705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002100785,0.007955071,0.0001405472,0.06436352,0.9269187,0.00002581275,0.00004395833,0.00002445283,0.0005068157],"genre_scores_gemma":[0.0002452545,0.003954553,0.0002148952,0.03517213,0.9592068,0.00003732279,0.00002620722,0.00002159122,0.001121173],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04198513,"threshold_uncertainty_score":0.1891217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373763084556244,"score_gpt":0.3211236818700575,"score_spread":0.3073860510244951,"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."}}