{"id":"W1978353706","doi":"10.1038/oby.2005.219","title":"Eligibility for Obesity Treatment and Risk of Mortality in Men","year":2005,"lang":"en","type":"article","venue":"Obesity Research","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"American Heart Association; National Institute on Aging; National Institutes of Health; American Diabetes Association","keywords":"Medicine; Overweight; Hazard ratio; Cardiorespiratory fitness; Obesity; Proportional hazards model; Confidence interval; Body mass index; Internal medicine; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004639274,0.0001326226,0.0005917782,0.0001692752,0.0001175281,0.00001693855,0.00009929323,0.0001230918,0.00004331617],"category_scores_gemma":[0.0005966847,0.0001092416,0.0002335738,0.0002537714,0.0002481419,0.00008002601,0.00008500955,0.0002526277,0.00001405783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002976232,"about_ca_system_score_gemma":0.0001705717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04204589,"about_ca_topic_score_gemma":0.01410464,"domain_scores_codex":[0.9979087,0.0003910678,0.0002859572,0.0004375164,0.0005281155,0.0004486901],"domain_scores_gemma":[0.9985296,0.0002574665,0.00004398267,0.0007126295,0.0002591024,0.0001972925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001969182,0.001148965,0.8657823,0.0002133223,0.0002679211,0.000004734206,0.0003218153,0.000006158359,0.0001695013,0.00004794801,0.0001860678,0.1316543],"study_design_scores_gemma":[0.002801803,0.0005963773,0.9754691,0.00004464183,0.0001340998,0.000002412562,0.0001241213,0.0003870818,0.01530746,0.0006644224,0.004380269,0.00008821799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928703,0.001667163,0.00004483595,0.0001564379,0.00001370775,0.001834635,0.00006520876,0.0000201163,0.003327628],"genre_scores_gemma":[0.9963875,0.001944889,0.0007717593,0.000007282817,0.0001506148,0.0001187487,0.00001799895,0.00001342282,0.0005877513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1315661,"threshold_uncertainty_score":0.9643332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07001020850124696,"score_gpt":0.4035386020435004,"score_spread":0.3335283935422534,"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."}}