{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005157731,0.0001853591,0.0002657314,0.000205184,0.00002521088,0.00004183552,0.0002560239,0.00006027851,0.00006413163],"category_scores_gemma":[0.0005798172,0.0001464231,0.00007248365,0.0005105683,0.0000353143,0.00009537365,0.0001062333,0.0003119409,0.00003662578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001968936,"about_ca_system_score_gemma":0.00003904594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640619,"about_ca_topic_score_gemma":0.005005571,"domain_scores_codex":[0.9980912,0.0002498703,0.0004310336,0.0004278931,0.0003681149,0.0004318448],"domain_scores_gemma":[0.9993327,0.0001983806,0.00008783134,0.0002041568,0.00004488857,0.0001320289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002767567,0.0001295275,0.9813188,0.0000134303,0.00004108945,0.00008764907,0.001432798,0.00007416425,0.00038159,0.000003212602,0.01351833,0.0002317818],"study_design_scores_gemma":[0.004555253,0.0005521282,0.9936433,0.00005776619,0.00002338114,0.000005900006,0.000200269,0.0005358144,0.00006089858,0.00001901388,0.0002858776,0.00006035834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641643,0.00001844531,0.000280445,0.03453098,0.0001411302,0.000545,0.0001544201,0.00004468393,0.0001205648],"genre_scores_gemma":[0.9486601,0.00001969988,0.0002709498,0.05051592,0.00012738,0.00004544131,0.0003208617,0.00001386539,0.00002581737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01598494,"threshold_uncertainty_score":0.5970961,"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."}}