{"id":"W2921682766","doi":"10.1111/ijpo.12519","title":"Early weight loss in adolescents following bariatric surgery predicts weight loss at 12 and 24 months","year":2019,"lang":"en","type":"article","venue":"Pediatric Obesity","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto","funders":"Banting and Best Diabetes Centre, University of Toronto","keywords":"Weight loss; Medicine; Excess weight; Weight Loss Surgery; Obesity; Surgery; Gastric bypass; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001159444,0.0004900877,0.001198949,0.0007915168,0.0001645357,0.00003781573,0.0001949095,0.0004545345,0.0002108732],"category_scores_gemma":[0.0003577184,0.000440645,0.0004908949,0.001185169,0.00004648008,0.000420964,0.0003041831,0.0006166901,0.0004169905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002882568,"about_ca_system_score_gemma":0.0002749842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003512964,"about_ca_topic_score_gemma":0.00004513316,"domain_scores_codex":[0.9963106,0.0002119263,0.0008615241,0.0008988431,0.0007660856,0.0009510274],"domain_scores_gemma":[0.9977843,0.0007049153,0.0002631901,0.0006570285,0.00006656202,0.0005240391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003792405,0.0004206827,0.9948897,0.0005898994,0.00006375792,0.0007551824,0.0002027795,0.000002083945,0.0000100264,0.00001827034,0.002240463,0.0004279217],"study_design_scores_gemma":[0.003138711,0.00006393319,0.9946098,0.0001088497,0.0004767153,0.00006670409,0.000009858631,0.00007540667,0.00005118703,0.00007710682,0.0008711098,0.0004505776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893517,0.005045124,0.00001393249,0.0003204487,0.003715941,0.0008009909,0.00001735705,0.0001623213,0.0005721686],"genre_scores_gemma":[0.9939914,0.002414782,0.00007258986,0.0002514419,0.001568341,0.00001848582,0.00002673169,0.00006257122,0.001593596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004639745,"threshold_uncertainty_score":0.9998046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009205751437018487,"score_gpt":0.2145077614851803,"score_spread":0.2053020100481618,"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."}}