{"id":"W3041216673","doi":"10.1097/mpg.0000000000002820","title":"Outcomes and Predictors for Re‐stenosis of Esophageal Stricture in Epidermolysis Bullosa","year":2020,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Interquartile range; Esophageal stricture; Stenosis; Retrospective cohort study; Confidence interval; Hazard ratio; Endoscopy; Balloon dilation; Fluoroscopy; Surgery; Internal medicine; Esophagus","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":[],"consensus_categories":[],"category_scores_codex":[0.0002592436,0.00008913864,0.000264236,0.0001216025,0.00002421334,0.000004151208,0.00007980774,0.0001576784,0.000004507404],"category_scores_gemma":[0.0001756972,0.0000737651,0.00009353278,0.00006483983,0.00006863159,0.000005673247,0.00004180423,0.0001325479,7.068481e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003836519,"about_ca_system_score_gemma":0.00001632006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001197575,"about_ca_topic_score_gemma":0.000002110492,"domain_scores_codex":[0.9991801,0.0001140355,0.0003382608,0.000145963,0.00006912584,0.0001525433],"domain_scores_gemma":[0.9995205,0.00004975497,0.000201897,0.00005061359,0.00008681314,0.00009037337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001733287,0.0001281389,0.9845909,0.0001122963,0.00007847205,0.00003741598,0.00004751256,0.00000291986,0.01223977,0.000003441434,0.0008571282,0.0001686701],"study_design_scores_gemma":[0.0102561,0.01107128,0.9685002,0.0000171895,0.0002912622,0.0004979613,0.0002963177,0.00005390228,0.008482111,0.000197191,0.0002173753,0.0001190874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946828,0.002628859,0.0008824117,0.001578956,0.00005289881,0.0001421161,0.00002896778,0.00000113677,0.000001863611],"genre_scores_gemma":[0.9946531,0.004191722,0.0006114883,0.0001405267,0.0003630495,0.000007131506,0.00002408037,0.000005745144,0.000003135447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01609073,"threshold_uncertainty_score":0.3008053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226480690991296,"score_gpt":0.2543313753589146,"score_spread":0.2420665684490016,"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."}}