{"id":"W2472038457","doi":"10.1007/978-3-319-24145-6_7","title":"Stricture Management: Interventional Options","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Balloon dilation; Dilator; Anastomosis; Surgery; Malignancy; Balloon; Stenosis; Complication; Radiology; 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":[0.0003633685,0.0007214882,0.0005541854,0.000886976,0.0004212776,0.001330302,0.0004564987,0.00175384,0.01887591],"category_scores_gemma":[0.0007126721,0.0002141204,0.000391652,0.0004725172,0.0005013105,0.001790438,0.000882698,0.003167079,0.005880804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003650488,"about_ca_system_score_gemma":0.0005431517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002908718,"about_ca_topic_score_gemma":0.001570216,"domain_scores_codex":[0.9998947,0.00002134949,0.000009009887,0.00001540579,0.00004530891,0.00001415069],"domain_scores_gemma":[0.9998313,0.00008696141,0.00001389596,0.000008370916,0.00001812007,0.00004120631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004736136,0.0001642767,0.0003590544,0.0009970457,0.00001794704,0.003491993,0.0001715726,0.0006508415,0.001618599,0.02414192,0.3097199,0.6586194],"study_design_scores_gemma":[0.00002053444,0.00007015758,0.000952082,0.001733498,0.00001678265,0.02025224,0.000109158,0.0003006948,0.0003173445,0.01980336,0.9564017,0.00002245341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00245898,0.6391552,0.01139977,0.01943782,0.009056325,0.00004660954,0.0001301563,0.0002853704,0.3180297],"genre_scores_gemma":[0.02648333,0.616046,0.01899817,0.02497653,0.021834,0.0001322179,0.0003775448,0.0001936991,0.2909586],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01887591,"threshold_uncertainty_score":0.06314617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180723459989172,"score_gpt":0.2734472838758271,"score_spread":0.2516400492759354,"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."}}