{"id":"W3111527024","doi":"10.1016/j.gie.2020.07.065","title":"Endoscopic therapy for T1b esophageal cancer","year":2020,"lang":"en","type":"letter","venue":"Gastrointestinal Endoscopy","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Esophageal cancer; General surgery; Cancer; Intensive care medicine; 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":[0.00115187,0.0005615545,0.0007503201,0.0006641517,0.0034808,0.001837721,0.0007961054,0.0368352,0.01074913],"category_scores_gemma":[0.006206492,0.0004298147,0.001195588,0.0006285674,0.001259397,0.001579104,0.001254519,0.0158426,0.005727973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003550597,"about_ca_system_score_gemma":0.003307057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004258933,"about_ca_topic_score_gemma":0.01255111,"domain_scores_codex":[0.9992047,0.000177901,0.00009175479,0.00007469008,0.0002123172,0.0002387649],"domain_scores_gemma":[0.9984624,0.000637402,0.0001244949,0.00005404071,0.0002159146,0.0005056984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001855245,0.00009018712,0.002855523,0.00009876,0.00002270228,0.02369512,0.0001283092,0.0001773648,0.0007379833,0.004066371,0.9480872,0.01985509],"study_design_scores_gemma":[0.0002917966,0.0003101003,0.005539466,0.0005832263,0.00005193051,0.02974748,0.0004225223,0.001108763,0.0005991207,0.008404451,0.9528821,0.00005910324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002770954,0.004047578,0.0001924642,0.9482647,0.02119412,0.00003123909,0.0001249316,0.00003341424,0.02334061],"genre_scores_gemma":[0.01895555,0.004131026,0.0004963603,0.8786514,0.05525513,0.0000630048,0.0001936321,0.0000401602,0.04221375],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0368352,"threshold_uncertainty_score":0.03595942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04394814732985899,"score_gpt":0.3409429409267229,"score_spread":0.2969947935968639,"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."}}