{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003855064,0.0004887054,0.0007577954,0.0005209414,0.0004294978,0.0007754646,0.0002802695,0.0006535929,0.001846829],"category_scores_gemma":[0.002070688,0.0001322587,0.0005941488,0.0003335999,0.0003291445,0.0008476546,0.0004401883,0.0006152625,0.0002627459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672842,"about_ca_system_score_gemma":0.0003045494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105734,"about_ca_topic_score_gemma":0.001959599,"domain_scores_codex":[0.9997146,0.00005339005,0.00002165728,0.00004292237,0.00007249124,0.00009498952],"domain_scores_gemma":[0.9994312,0.0001646591,0.0001120057,0.00006138882,0.00005506654,0.0001757403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04142292,0.005986785,0.3948128,0.0004601969,0.000770244,0.009293076,0.0007002258,0.001882135,0.03631545,0.0007645688,0.003388081,0.5042035],"study_design_scores_gemma":[0.001084429,0.02197691,0.9405855,0.000118812,0.0005318833,0.02008729,0.0008124406,0.002172653,0.00764233,0.0006475177,0.004219763,0.0001204524],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938245,0.001544997,0.000728803,0.0003618634,0.0001199641,0.00001705257,0.0001376816,0.00004466494,0.003220419],"genre_scores_gemma":[0.9969903,0.0006512672,0.0007816511,0.0001151234,0.0001782064,0.000009475873,0.0002413081,0.00002464647,0.001008128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001846829,"threshold_uncertainty_score":0.0061782,"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."}}