{"id":"W4387750327","doi":"10.14309/01.ajg.0000952548.97172.30","title":"S727 The X-Tack Endoscopic Helix Tacking System: A Single Tertiary Center Experience","year":2023,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Adverse effect; Surgery; Retrospective cohort study; Demographics; Stent; 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":[0.0009645242,0.0006273303,0.0005693368,0.0009351256,0.001045689,0.001091431,0.0005944737,0.0006959322,0.004068323],"category_scores_gemma":[0.001831536,0.0004414071,0.0006127517,0.001190414,0.0005542712,0.0008129966,0.001180365,0.0006809829,0.001303512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008083616,"about_ca_system_score_gemma":0.001297125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290389,"about_ca_topic_score_gemma":0.002743791,"domain_scores_codex":[0.998974,0.0002746873,0.0001603223,0.0001380846,0.000182068,0.0002708643],"domain_scores_gemma":[0.9979317,0.0003313555,0.00042879,0.0001534415,0.0001481436,0.001006688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007156156,0.003450914,0.908246,0.0001879192,0.0001439464,0.04722784,0.002737811,0.0003824598,0.002830921,0.0001939595,0.002631882,0.03125076],"study_design_scores_gemma":[0.000410347,0.017341,0.8049566,0.0002414371,0.0001357835,0.1610697,0.006696778,0.00252837,0.003097393,0.000281256,0.003115988,0.0001253862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981115,0.000282085,0.0003497959,0.0001379996,0.00001950386,0.0000484188,0.00007882829,0.00001921214,0.0009527519],"genre_scores_gemma":[0.9986193,0.0002666016,0.0003867162,0.0001613259,0.00004975249,0.00002531931,0.0001360208,0.00001115302,0.0003438033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004068323,"threshold_uncertainty_score":0.01360989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0178193226163734,"score_gpt":0.2766773013447586,"score_spread":0.2588579787283852,"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."}}