{"id":"W2083811134","doi":"10.1381/096089202321144603","title":"Laparoscopic Vertical Banded Gastroplasty: Early Results with the JOVO Procedure","year":2002,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Medicine; Weight loss; Complication; Surgery; Body mass index; Excess weight; Morbid obesity; Laparoscopy; Quality of life (healthcare); Gastric bypass; Obesity; General surgery; Internal medicine","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":[0.0004341878,0.0002060814,0.000499094,0.0000948457,0.0001969655,0.00004463283,0.00008255021,0.0001184423,0.0003089857],"category_scores_gemma":[0.0005389319,0.0001181956,0.0001688869,0.0004228818,0.0001306412,0.0001161033,0.00003201722,0.0003538567,0.0002642687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003846344,"about_ca_system_score_gemma":0.00009506736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003673571,"about_ca_topic_score_gemma":0.00002393251,"domain_scores_codex":[0.9983869,0.00009612197,0.0002956719,0.0003297372,0.0004283989,0.0004631827],"domain_scores_gemma":[0.998118,0.001082736,0.00006072598,0.0004456603,0.00008081365,0.0002120453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005962512,0.0002344486,0.9187666,0.00004846365,0.00008024563,0.000217433,0.0002183743,6.825674e-7,0.00004814527,0.00003796596,0.07922667,0.000524786],"study_design_scores_gemma":[0.001069127,0.0001140116,0.989202,0.000101054,0.0001419931,0.0001835031,0.00005731818,0.00005116327,0.0006703068,0.000005851853,0.008242245,0.0001614499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884484,0.0002107591,0.00001897726,0.008258079,0.0002645058,0.0002272399,0.0000062736,0.0001276556,0.002438066],"genre_scores_gemma":[0.9939757,0.0000450686,0.00005263292,0.001242451,0.0003047894,0.00001520571,0.000008511172,0.00002311599,0.004332529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07098442,"threshold_uncertainty_score":0.4819876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083353595124559,"score_gpt":0.2175375504191718,"score_spread":0.1967040144679262,"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."}}