{"id":"W3093921791","doi":"10.14309/01.ajg.0000710296.79516.28","title":"S2062 A Wrench in Time","year":2020,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Esophagus; Surgery; Stomach; Abdomen; Foreign body; Radiology; Thorax (insect anatomy); Anatomy; Internal medicine","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":[0.0003569932,0.00009013202,0.0005787372,0.00008807993,0.00001328882,0.000004282659,0.0002505301,0.00001523819,0.0002525615],"category_scores_gemma":[0.0003205379,0.00005351744,0.000113054,0.0001999705,0.0005738539,0.00003026039,0.00005577701,0.0004556906,0.00005136262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000329814,"about_ca_system_score_gemma":0.00005797851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009217883,"about_ca_topic_score_gemma":0.000001770298,"domain_scores_codex":[0.9987999,0.0001999579,0.0003926095,0.00008971072,0.000269219,0.0002485794],"domain_scores_gemma":[0.9991413,0.00009941511,0.0003396306,0.0001182887,0.00005626686,0.00024508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09609947,0.0006066933,0.8443761,0.0000357729,0.0004266753,0.006392755,0.002082662,0.00009063044,0.01448054,0.00004700657,0.0250245,0.01033722],"study_design_scores_gemma":[0.01240104,0.2202249,0.722497,0.0002882498,0.0004626148,0.03577318,0.001447794,0.001502251,0.0005281995,0.0004126493,0.004265383,0.0001966868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587557,0.00005072906,0.0002060523,0.04073206,0.00003461217,0.00006421273,0.000001641901,0.000006960919,0.0001480704],"genre_scores_gemma":[0.9769033,0.00002273307,0.0005933005,0.02214809,0.0003022521,9.838717e-7,8.594661e-7,0.00001078364,0.00001767339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2196182,"threshold_uncertainty_score":0.2765372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362665351024701,"score_gpt":0.2584220497968337,"score_spread":0.2447953962865867,"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."}}