{"id":"W2912616793","doi":"10.1155/2019/3609642","title":"Absolute Weight Loss, and Not Weight Loss Rate, Is Associated with Better Improvements in Metabolic Health","year":2019,"lang":"en","type":"article","venue":"Journal of Obesity","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Medical Research Group; York University","funders":"Canadian Institutes of Health Research; York University","keywords":"Medicine; Weight loss; Internal medicine; Obesity","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001367724,0.0001720317,0.000841671,0.0002140342,0.0000518653,0.0000183589,0.00008615908,0.000102759,0.0001975094],"category_scores_gemma":[0.00006202677,0.0001136402,0.0001189103,0.0002794547,0.00003647868,0.0002568129,0.0000363028,0.0004857027,0.00001664419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001245683,"about_ca_system_score_gemma":0.0002649847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008119408,"about_ca_topic_score_gemma":0.0000275698,"domain_scores_codex":[0.9984071,0.0001330331,0.000583277,0.0001745848,0.0003712246,0.0003308285],"domain_scores_gemma":[0.998722,0.0001489387,0.0005943957,0.0001699337,0.0001490906,0.0002156039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004432754,0.0002831754,0.9944695,0.00005572912,0.000282989,0.0002366689,0.0002032365,3.326454e-7,0.0002286134,0.0000206283,0.002340068,0.001435766],"study_design_scores_gemma":[0.005525309,0.0003464376,0.9869705,0.000183285,0.0001226536,0.0001409494,0.00001326546,0.00001644298,0.00119636,0.00006913582,0.005297981,0.0001177103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900635,0.0009218954,0.00001451055,0.008215439,0.0004069628,0.0002486707,0.00001028314,0.000007785865,0.0001108898],"genre_scores_gemma":[0.9902408,0.0008943107,0.0002020143,0.007545327,0.0002051143,0.000001163763,0.000003543727,0.00001661645,0.0008911072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007499048,"threshold_uncertainty_score":0.4634113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021102461212715,"score_gpt":0.2481605225753146,"score_spread":0.2379494979631874,"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."}}