{"id":"W3036110163","doi":"10.14740/gr1248","title":"Gastroduodenal Fistula: A Rare Finding With an Atypical Presentation","year":2020,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Biliary and Gastrointestinal Fistulas","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Presentation (obstetrics); Fistula; Dermatology; General surgery; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004876998,0.0001752325,0.0003236931,0.0001445966,0.0001924395,0.00003725223,0.0002220936,0.00007947449,0.0003202886],"category_scores_gemma":[0.0003010183,0.0001395041,0.00006597827,0.0003035278,0.0004586444,0.0001727758,0.0001421884,0.001113564,0.0001049214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005472407,"about_ca_system_score_gemma":0.0001012896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001393553,"about_ca_topic_score_gemma":0.00004742503,"domain_scores_codex":[0.9972199,0.0004721196,0.0002533725,0.0006036099,0.0006215334,0.0008294217],"domain_scores_gemma":[0.9985954,0.00009708642,0.00004561305,0.0003175165,0.0002933236,0.0006510612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02751758,0.0002498419,0.9625797,0.00008283903,0.00005772702,0.0008007128,0.0003300862,0.00003173234,0.004767145,0.00007700374,0.00317545,0.0003301296],"study_design_scores_gemma":[0.003669452,0.02018723,0.9691755,0.00009234568,0.00004970222,0.002620771,0.0006617254,0.002495943,0.0004875741,0.00005430698,0.000420884,0.00008462091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760548,0.00001283393,0.002884025,0.02010494,0.0000270989,0.000479791,0.00001256466,0.00008461965,0.0003393484],"genre_scores_gemma":[0.9907404,0.000003031982,0.007005263,0.001372452,0.0005014881,0.00004721844,0.0001033481,0.00002975434,0.0001970285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02384812,"threshold_uncertainty_score":0.5688812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1241529903491518,"score_gpt":0.3848222234125412,"score_spread":0.2606692330633894,"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."}}