{"id":"W2978252755","doi":"10.14309/00000434-201510001-01670","title":"A Canadian Experience With a Protocolized Barrettʼs Endoscopic Therapy Program: Durability, Efficacy, and Outcomes From 2010-2015","year":2015,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"South Health Campus; University of Calgary","funders":"","keywords":"Medicine; Radiofrequency ablation; Intestinal metaplasia; Dysplasia; Endoscopic mucosal resection; Barrett's esophagus; Internal medicine; Esophagus; Esophageal cancer; Retrospective cohort study; Surgery; Cancer; Gastroenterology; General surgery; Endoscopy; Adenocarcinoma; Ablation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002565881,0.0003366336,0.0002985029,0.0008231331,0.002024063,0.0009447262,0.0008915518,0.0003171068,0.001301103],"category_scores_gemma":[0.005535895,0.0002179251,0.0004733029,0.002430638,0.0006628314,0.000359337,0.001012738,0.0004525643,0.0001920641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0282,"about_ca_system_score_gemma":0.0499721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8579127,"about_ca_topic_score_gemma":0.9234797,"domain_scores_codex":[0.9980559,0.0003815983,0.0001400492,0.0002332019,0.0008329677,0.000356253],"domain_scores_gemma":[0.9947665,0.0002830236,0.00104862,0.0002528435,0.002155639,0.001493333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001674307,0.001183449,0.8682107,0.0004653278,0.0002709643,0.0004259101,0.001872558,0.0008138508,0.001488299,0.0002980982,0.006792407,0.1165041],"study_design_scores_gemma":[0.0002959828,0.001487145,0.9841865,0.0001843699,0.0001348356,0.0006637814,0.0009851813,0.0004632474,0.0004876075,0.00003290392,0.01104778,0.00003070055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805638,0.003285081,0.0008348688,0.000889185,0.00006027973,0.001357975,0.002830679,0.00007949665,0.0100985],"genre_scores_gemma":[0.9896154,0.002568935,0.002003339,0.0005491676,0.0000354198,0.0003393506,0.003193948,0.00002185706,0.001672632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1420873,"threshold_uncertainty_score":0.2858482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03502915937775977,"score_gpt":0.3546857270975796,"score_spread":0.3196565677198198,"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."}}