{"id":"W1993843989","doi":"10.1016/s1091-255x(01)80091-3","title":"Long- or short-limb gastric bypass?","year":2001,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Medicine; Gastric bypass; Body mass index; Lower limb; Roux-en-Y anastomosis; Surgery; Obesity; Internal medicine; Weight loss","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":[0.000645817,0.0001855185,0.0003920012,0.0003204079,0.0004967563,0.0006444311,0.0002594769,0.001605188,0.01317623],"category_scores_gemma":[0.001991699,0.00006455932,0.0003345116,0.00035683,0.0005750327,0.001182462,0.0003156189,0.001030857,0.0006053538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002776537,"about_ca_system_score_gemma":0.0005672492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000504802,"about_ca_topic_score_gemma":0.00217233,"domain_scores_codex":[0.9997943,0.00005073228,0.00001661197,0.0000291461,0.00002741707,0.00008184507],"domain_scores_gemma":[0.9991418,0.0002702312,0.0001294828,0.00001568276,0.00003491372,0.0004078712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01802614,0.002457312,0.6143734,0.001212731,0.0008571198,0.00832499,0.0005764239,0.000539685,0.002342186,0.01263793,0.02689427,0.3117577],"study_design_scores_gemma":[0.003436058,0.00582897,0.832176,0.001806962,0.001494772,0.03949232,0.00901546,0.002179734,0.001695437,0.04186327,0.0608507,0.0001602761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922455,0.01399106,0.0006686577,0.05439263,0.003011818,0.00002956929,0.0005918885,0.00002305772,0.03504596],"genre_scores_gemma":[0.9845095,0.003785789,0.0002910206,0.005422812,0.003169395,0.00001599528,0.0004424117,0.000004847408,0.00235833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01317623,"threshold_uncertainty_score":0.04407889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04917833907573935,"score_gpt":0.2923874899596671,"score_spread":0.2432091508839277,"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."}}