{"id":"W2981112842","doi":"10.1097/md.0000000000017513","title":"The association between weight fluctuation and all-cause mortality","year":2019,"lang":"en","type":"review","venue":"Medicine","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Anhui Medical University","keywords":"Medicine; Meta-analysis; Confidence interval; Publication bias; Hazard ratio; Observational study; Demography; Random effects model; Relative risk; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003819254,0.0001437376,0.0007918871,0.00004147892,0.0004746966,0.00004371945,0.0001906785,0.0002779752,0.00008732604],"category_scores_gemma":[0.001790478,0.00007883604,0.00007573888,0.0001725859,0.0001277785,0.00006604347,0.00003177136,0.0002664586,0.00005420041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004141794,"about_ca_system_score_gemma":0.0003362312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003374494,"about_ca_topic_score_gemma":0.001554435,"domain_scores_codex":[0.9978167,0.0005575234,0.0004649035,0.0001870148,0.0006237772,0.0003501272],"domain_scores_gemma":[0.9967468,0.002440439,0.0004126112,0.0001956678,0.00006561924,0.0001388738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[3.267953e-7,0.000002539874,0.009096527,0.003218031,0.0004566176,6.739169e-7,0.001069913,2.950108e-9,8.283873e-10,0.008644336,0.02228521,0.9552258],"study_design_scores_gemma":[0.00008230573,0.000009266962,0.008590071,0.001577454,0.001799976,1.105398e-7,0.0001916092,2.586394e-7,2.53605e-9,0.0002663835,0.987401,0.00008157983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000214484,0.9769256,0.000004968717,0.01377326,0.00120599,0.0006681138,0.00001374974,0.00002734584,0.007359562],"genre_scores_gemma":[0.00002675694,0.991314,0.000002720364,0.0005708706,0.002294868,0.00002459215,0.00007410324,0.0000112847,0.005680817],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9651158,"threshold_uncertainty_score":0.5101248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2018144902906242,"score_gpt":0.4783598643554592,"score_spread":0.276545374064835,"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."}}