{"id":"W3033156308","doi":"10.1016/j.gie.2020.03.2480","title":"Mo1286 ESOPHAGEAL STENT MIGRATION - ARE WE GETTING BETTER AT AVOIDING IT?","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Stent; Dysphagia; Incidence (geometry); Surgery; Radiology; Lesion; Lumen (anatomy)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002294011,0.0002920456,0.0004294793,0.00007819343,0.0002158057,0.0000284782,0.0001258593,0.00005129223,0.0004208905],"category_scores_gemma":[0.0005933701,0.000259859,0.0001630365,0.0001868325,0.0000963761,0.0001094181,0.0001432965,0.0005627803,0.0005095355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121515,"about_ca_system_score_gemma":0.00004832003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001513206,"about_ca_topic_score_gemma":0.00001270483,"domain_scores_codex":[0.9980258,0.0001493295,0.0004386696,0.0005221094,0.0003271309,0.0005369388],"domain_scores_gemma":[0.9988369,0.0002288098,0.0002178077,0.0002188368,0.0001003131,0.0003973301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008256413,0.0001026645,0.5852494,0.0003137567,0.00002701061,0.003906654,0.001033222,0.00009647222,0.3931974,0.00003878801,0.01437379,0.0008351739],"study_design_scores_gemma":[0.02365432,0.01870164,0.6061711,0.007922187,0.001346002,0.100406,0.006280508,0.04921643,0.1697124,0.0005403127,0.01352103,0.002528025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8971448,0.000409698,0.01356221,0.08718595,0.0001499222,0.0003991146,0.00002465731,0.0002621955,0.0008614523],"genre_scores_gemma":[0.9258245,0.00001843335,0.06104355,0.01128617,0.0009704286,0.00002552428,0.00006232527,0.00004830991,0.0007207502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.223485,"threshold_uncertainty_score":0.9999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912254098477438,"score_gpt":0.2792219465514028,"score_spread":0.2400994055666284,"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."}}