{"id":"W2582948024","doi":"10.1016/j.soard.2007.03.032","title":"27","year":2007,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Surgery; Adverse effect; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009236689,0.0005657271,0.000274445,0.001730047,0.001562011,0.003163041,0.001084127,0.001255099,0.3174355],"category_scores_gemma":[0.003280808,0.0002252588,0.0005208717,0.000986572,0.0009399765,0.001262953,0.001802452,0.001423102,0.1931126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002226546,"about_ca_system_score_gemma":0.003570702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131763,"about_ca_topic_score_gemma":0.01535739,"domain_scores_codex":[0.9989133,0.0001410254,0.0000378399,0.0001464662,0.0006082639,0.0001530445],"domain_scores_gemma":[0.9989762,0.0001437984,0.00003189328,0.0001747004,0.0005507043,0.0001226922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003125863,0.00006579256,0.0005593696,0.00008404202,0.00000853661,0.0001078967,0.0002980152,0.000235034,0.0003770028,0.2474582,0.6414921,0.1092828],"study_design_scores_gemma":[0.000005768834,0.00001024633,0.0009480337,0.00008760118,0.000005203671,0.00009563777,0.0002267641,0.0001008769,0.0004275218,0.0166668,0.9814172,0.000008375837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009001211,0.000518908,0.001857026,0.003245762,0.0008264108,0.00006060239,0.00063153,0.0001752577,0.9917845],"genre_scores_gemma":[0.01181967,0.001101514,0.00233205,0.002185737,0.0002391853,0.00007556268,0.001224034,0.0001860375,0.9808362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6825645,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335743679780385,"score_gpt":0.2527350224174961,"score_spread":0.2393775856196923,"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."}}