{"id":"W2001178440","doi":"10.1159/000050106","title":"A Simple Technique for Laparoscopic Vertical Banded Gastroplasty – The JOVO Procedure","year":2001,"lang":"en","type":"article","venue":"Digestive Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Medicine; Curvatures of the stomach; Stoma (medicine); Surgery; Stomach; Endoscopy; Prolene","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":[0.0005534821,0.0002076866,0.0004960657,0.0001113774,0.0001875721,0.00002397028,0.00007251006,0.0001342535,0.0001327199],"category_scores_gemma":[0.002151542,0.0001305542,0.0002979502,0.0003846262,0.0001234366,0.00008492229,0.00003209789,0.0002368695,0.00002286195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005864092,"about_ca_system_score_gemma":0.0003131344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001296042,"about_ca_topic_score_gemma":0.000003240195,"domain_scores_codex":[0.9985889,0.00006665528,0.0003253754,0.0003037823,0.0002194195,0.000495904],"domain_scores_gemma":[0.9967553,0.002593281,0.00005587999,0.0002870082,0.0001448736,0.0001636669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000809958,0.0001626572,0.9660233,0.00007169586,0.00007761364,0.00008477895,0.00005657738,0.000002323251,0.001693415,0.0002096081,0.02984556,0.0009625054],"study_design_scores_gemma":[0.0008279072,0.0001393417,0.9307441,0.0001232887,0.0001710603,0.0003730108,0.0001254846,0.00005689434,0.01634819,0.0003429378,0.05050727,0.0002405505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896675,0.0002141527,0.003730861,0.00327106,0.000416595,0.001343524,0.00001984902,0.0001662072,0.001170236],"genre_scores_gemma":[0.997085,0.00004492842,0.0001599161,0.00111706,0.0003698984,0.0004861639,0.00005525442,0.00003262074,0.0006491659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03527925,"threshold_uncertainty_score":0.5323845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569666694453598,"score_gpt":0.2834700760777694,"score_spread":0.2577734091332334,"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."}}