{"id":"W2948803290","doi":"10.1016/j.gie.2019.03.611","title":"Su1739 THE POLYP-BASED RESECT-AND-DISCARD STRATEGY","year":2019,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal General Hospital; Université de Montréal","funders":"","keywords":"Medicine; General surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002674807,0.0001966658,0.0002686333,0.0001041129,0.00007337525,0.00005582233,0.000148667,0.00002149864,0.0005399821],"category_scores_gemma":[0.000132755,0.0001285136,0.00011118,0.0002200714,0.0001172996,0.00006183134,0.00006965001,0.0002680024,0.0002059762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000530298,"about_ca_system_score_gemma":0.0001135642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000172199,"about_ca_topic_score_gemma":0.00002123339,"domain_scores_codex":[0.9986965,0.00005255124,0.0002198102,0.0003025127,0.0003256258,0.00040299],"domain_scores_gemma":[0.99909,0.000237228,0.0000820831,0.0004073534,0.00005856124,0.0001247399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001201638,0.0000709192,0.9720649,0.0001698831,0.00004521059,0.0001072844,0.00004050666,0.0001148223,0.01574242,0.001447184,0.006260773,0.002734489],"study_design_scores_gemma":[0.008565779,0.003936853,0.9669017,0.0006582965,0.0002908913,0.002230915,0.0009404214,0.003276836,0.001379061,0.000286771,0.01116654,0.0003659253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492848,0.0002668347,0.002454648,0.007328668,0.0002458087,0.000989764,0.0000100005,0.0001878648,0.03923161],"genre_scores_gemma":[0.9865709,0.000005882993,0.007212903,0.001383534,0.0001717519,0.00001996072,0.00001371441,0.00002630866,0.004595076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03728607,"threshold_uncertainty_score":0.5912425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01772440711339921,"score_gpt":0.2750186784275797,"score_spread":0.2572942713141804,"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."}}