{"id":"W3013235948","doi":"10.1016/j.gie.2020.03.3842","title":"Risk factors for serious adverse events associated with multiband mucosectomy in Barrett’s esophagus: an international multicenter analysis of 3827 endoscopic resection procedures","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"Medtronic; Olympus; Boston Scientific Corporation; Fujifilm Corporation; Cook Medical; Mayo Clinic","keywords":"Medicine; Perforation; Odds ratio; Adverse effect; Confidence interval; Surgery; Esophagus; Retrospective cohort study; Barrett's esophagus; Risk factor; Tertiary referral hospital; Logistic regression; Internal medicine; Cancer","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":[0.0009554624,0.0004146031,0.000603207,0.001036757,0.0002754398,0.0006118224,0.0003673142,0.0005052793,0.0007789503],"category_scores_gemma":[0.001904631,0.0003112508,0.00175811,0.001396772,0.0002363252,0.0004432971,0.0005513668,0.0005118035,0.00008984814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002667913,"about_ca_system_score_gemma":0.0002607236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002169614,"about_ca_topic_score_gemma":0.002744398,"domain_scores_codex":[0.9992062,0.0002219734,0.0001360039,0.0001818479,0.0001432624,0.000110612],"domain_scores_gemma":[0.9970129,0.0005654417,0.001692972,0.0002673554,0.000163488,0.0002978114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006362645,0.00003816724,0.996941,0.00002372246,0.0005806268,0.00006891186,0.00002519351,0.00006430671,0.0003579141,0.000008206569,0.00006060555,0.001195018],"study_design_scores_gemma":[0.00001251303,0.000104989,0.9993599,0.000003978088,0.0001187609,0.0001413524,0.00005577998,0.00009594136,0.00004118685,0.000005174817,0.00005657507,0.000003854608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998386,0.0009187992,0.00008740766,0.00002323535,0.000007279794,0.000009764704,0.0003895122,0.00000266271,0.0001753385],"genre_scores_gemma":[0.998943,0.0002795671,0.0001027082,0.00002571224,0.00002100632,0.00001033928,0.0005528531,0.0000025691,0.00006225659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002169614,"threshold_uncertainty_score":0.005053043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224173502126583,"score_gpt":0.3155452341131288,"score_spread":0.2931278839004705,"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."}}