{"id":"W3113109891","doi":"10.1590/s0004-2803.202000000-84","title":"IS ENDOSCOPIC SUBMUCOSAL DISSECTION STILL LIMITED TO FEW TERTIARY CENTERS IN THE WEST? RESULTS FROM A NATIONAL SURVEY IN BRAZIL","year":2020,"lang":"en","type":"article","venue":"Arquivos de Gastroenterologia","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Endoscopic submucosal dissection; Perforation; Quarter (Canadian coin); General surgery; Private practice; Family medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00212142,0.0002356498,0.000393518,0.00147767,0.0004519894,0.0009779456,0.0004951485,0.0004029354,0.001619638],"category_scores_gemma":[0.006039458,0.0003628558,0.0006342198,0.002179724,0.0006184133,0.0007529247,0.0007849946,0.000341554,0.0002521509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033306,"about_ca_system_score_gemma":0.001499553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0449403,"about_ca_topic_score_gemma":0.05049408,"domain_scores_codex":[0.9986088,0.0003850321,0.000283467,0.0002679341,0.0002601058,0.0001947944],"domain_scores_gemma":[0.992632,0.001299908,0.00404272,0.0003505512,0.0008797464,0.0007950166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002477961,0.00002325171,0.9939213,0.0001258326,0.00003831538,0.0001335257,0.001771658,0.00001979071,0.0003326481,0.000107051,0.000223915,0.003277871],"study_design_scores_gemma":[0.000006919847,0.00005347889,0.9945096,0.0001346531,0.00003711284,0.0003439425,0.00352183,0.000112888,0.00005800767,0.00002971741,0.001184076,0.000007759423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945156,0.0009571904,0.0001809977,0.0009827003,0.00001081201,0.00005604653,0.001106465,0.00001044868,0.002179675],"genre_scores_gemma":[0.9985311,0.0007270995,0.0001211571,0.0001905176,0.000006196907,0.00002424663,0.0002865589,0.000004792518,0.0001082996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0449403,"threshold_uncertainty_score":0.08935744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04698412685237088,"score_gpt":0.2975480162902419,"score_spread":0.2505638894378711,"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."}}