{"id":"W2554188404","doi":"10.1016/j.gie.2016.03.1272","title":"Tu1566 Real-Time Transabdominal Ultrasound-Guided ERCP in Pregnancy","year":2016,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Fluoroscopy; Radiology; Radiation exposure; Pregnancy; Ultrasound; Common bile duct stone; Common bile duct; Surgery; General surgery; Nuclear medicine; Pancreatitis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000252983,0.0003398634,0.0004887462,0.0002134584,0.0000506713,0.00001955615,0.0001944232,0.00006111569,0.001832467],"category_scores_gemma":[0.0007188974,0.0002373938,0.0001821987,0.0002898574,0.0002226485,0.0001606622,0.00002326021,0.0002140113,0.0004957292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356999,"about_ca_system_score_gemma":0.0002233994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002025507,"about_ca_topic_score_gemma":0.00004497949,"domain_scores_codex":[0.9976783,0.0001051134,0.0005347024,0.0005387182,0.0003777457,0.0007653935],"domain_scores_gemma":[0.9986501,0.0004227718,0.00009346184,0.0004349167,0.0001127003,0.0002860589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000745691,0.000306048,0.1281199,0.00007436868,0.00001573594,0.0003411389,0.0001078997,0.000001632441,0.8658828,0.00007152743,0.002135879,0.002197462],"study_design_scores_gemma":[0.03924567,0.007079473,0.7758301,0.02055965,0.0004200906,0.08474927,0.0007385829,0.0001539547,0.06678209,0.002215909,0.0006523232,0.001572828],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634257,0.0001525742,0.003820898,0.002703992,0.0001185691,0.001001673,0.00003769389,0.0003032997,0.02843562],"genre_scores_gemma":[0.9542952,0.000163271,0.04151288,0.0001575823,0.0001457121,0.00008556854,0.00002737042,0.00007259558,0.003539824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7991006,"threshold_uncertainty_score":0.99908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619057332779626,"score_gpt":0.2708839913306522,"score_spread":0.2546934180028559,"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."}}